Dataset statistics
| Number of variables | 50 |
|---|---|
| Number of observations | 71412 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 163.8 MiB |
| Average record size in memory | 2.3 KiB |
Variable types
| CAT | 37 |
|---|---|
| NUM | 11 |
| BOOL | 2 |
examide has constant value "71412" | Constant |
citoglipton has constant value "71412" | Constant |
metformin.pioglitazone has constant value "71412" | Constant |
patient_nbr has a high cardinality: 54183 distinct values | High cardinality |
medical_specialty has a high cardinality: 70 distinct values | High cardinality |
diag_1 has a high cardinality: 684 distinct values | High cardinality |
diag_2 has a high cardinality: 701 distinct values | High cardinality |
diag_3 has a high cardinality: 748 distinct values | High cardinality |
number_emergency is highly skewed (γ1 = 25.64811755) | Skewed |
patient_nbr is uniformly distributed | Uniform |
encounter_id has unique values | Unique |
num_procedures has 32777 (45.9%) zeros | Zeros |
number_outpatient has 59713 (83.6%) zeros | Zeros |
number_emergency has 63386 (88.8%) zeros | Zeros |
number_inpatient has 47350 (66.3%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-10 02:58:34.963714 |
|---|---|
| Analysis finished | 2020-12-10 03:00:10.599786 |
| Duration | 1 minute and 35.64 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 71412 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| wyi19WqXkuxS8onGAm63 | 1 |
|---|---|
| hLcKOEJuIqrn6XtlSFMf | 1 |
| JYdR5oVwGpLN679fxSOj | 1 |
| MhwmjJDEyoe3X6GFIQV7 | 1 |
| xouPmCB0qA3L2vhUsYTF | 1 |
| Other values (71407) |
| Value | Count | Frequency (%) | |
| wyi19WqXkuxS8onGAm63 | 1 | < 0.1% | |
| hLcKOEJuIqrn6XtlSFMf | 1 | < 0.1% | |
| JYdR5oVwGpLN679fxSOj | 1 | < 0.1% | |
| MhwmjJDEyoe3X6GFIQV7 | 1 | < 0.1% | |
| xouPmCB0qA3L2vhUsYTF | 1 | < 0.1% | |
| WeC86jgItZFsdRibhqol | 1 | < 0.1% | |
| g0hXptZ9s4CRMaf7AlNV | 1 | < 0.1% | |
| QgIaTc2jwGXxrHC8y93F | 1 | < 0.1% | |
| jF3rpPInZiVqGYouAf0m | 1 | < 0.1% | |
| WbHPhTvsd3xcJ297pBzZ | 1 | < 0.1% | |
| HtPMQdJeI4Uq0VDysbCL | 1 | < 0.1% | |
| foZEJB0YAh5n9z3y8I2V | 1 | < 0.1% | |
| n13Aye7F5E6KVW4ZfClt | 1 | < 0.1% | |
| gbSN4jtsDdfqLkcHroAZ | 1 | < 0.1% | |
| fvlkJZdOiIsPznBy8Gw4 | 1 | < 0.1% | |
| aQtywvPAJzO4R5lUY0gZ | 1 | < 0.1% | |
| auN4dqh1ZfoyimS0EMGY | 1 | < 0.1% | |
| v3jdO1I2t4QRMZbCrGHl | 1 | < 0.1% | |
| 8KotTuY0bHMgNaleVm5y | 1 | < 0.1% | |
| roVXNIqWxLQ1YgyJwT97 | 1 | < 0.1% | |
| uQHJYwt7dD3lxkbnUVcy | 1 | < 0.1% | |
| UFsqlkea6iIhbXpxz2Ad | 1 | < 0.1% | |
| u5kBD2dZolaeLInrOYpH | 1 | < 0.1% | |
| owBXRLuZpx4rlqUmY9fD | 1 | < 0.1% | |
| 6wHjPF0ax1io94NDeft5 | 1 | < 0.1% | |
| Other values (71387) | 71387 | > 99.9% |
Frequencies of value counts
Unique
| Unique | 71412 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 20 |
| Min length | 20 |
Most occurring characters
| Value | Count | Frequency (%) | |
| H | 23330 | 1.6% | |
| n | 23263 | 1.6% | |
| z | 23243 | 1.6% | |
| g | 23213 | 1.6% | |
| 6 | 23191 | 1.6% | |
| N | 23167 | 1.6% | |
| E | 23163 | 1.6% | |
| h | 23159 | 1.6% | |
| T | 23154 | 1.6% | |
| c | 23152 | 1.6% | |
| K | 23151 | 1.6% | |
| Q | 23148 | 1.6% | |
| Y | 23136 | 1.6% | |
| U | 23132 | 1.6% | |
| r | 23129 | 1.6% | |
| S | 23118 | 1.6% | |
| B | 23108 | 1.6% | |
| W | 23102 | 1.6% | |
| q | 23097 | 1.6% | |
| m | 23092 | 1.6% | |
| u | 23086 | 1.6% | |
| G | 23082 | 1.6% | |
| Z | 23077 | 1.6% | |
| D | 23077 | 1.6% | |
| i | 23077 | 1.6% | |
| Other values (37) | 849593 | 59.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 599673 | 42.0% | |
| Lowercase Letter | 598726 | 41.9% | |
| Decimal Number | 229841 | 16.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 23263 | 3.9% | |
| z | 23243 | 3.9% | |
| g | 23213 | 3.9% | |
| h | 23159 | 3.9% | |
| c | 23152 | 3.9% | |
| r | 23129 | 3.9% | |
| q | 23097 | 3.9% | |
| m | 23092 | 3.9% | |
| u | 23086 | 3.9% | |
| i | 23077 | 3.9% | |
| p | 23066 | 3.9% | |
| b | 23020 | 3.8% | |
| o | 23017 | 3.8% | |
| y | 23016 | 3.8% | |
| l | 23009 | 3.8% | |
| s | 23000 | 3.8% | |
| f | 22984 | 3.8% | |
| w | 22966 | 3.8% | |
| v | 22966 | 3.8% | |
| e | 22959 | 3.8% | |
| k | 22950 | 3.8% | |
| x | 22940 | 3.8% | |
| a | 22934 | 3.8% | |
| j | 22885 | 3.8% | |
| d | 22788 | 3.8% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| H | 23330 | 3.9% | |
| N | 23167 | 3.9% | |
| E | 23163 | 3.9% | |
| T | 23154 | 3.9% | |
| K | 23151 | 3.9% | |
| Q | 23148 | 3.9% | |
| Y | 23136 | 3.9% | |
| U | 23132 | 3.9% | |
| S | 23118 | 3.9% | |
| B | 23108 | 3.9% | |
| W | 23102 | 3.9% | |
| G | 23082 | 3.8% | |
| Z | 23077 | 3.8% | |
| D | 23077 | 3.8% | |
| V | 23051 | 3.8% | |
| X | 23044 | 3.8% | |
| J | 23026 | 3.8% | |
| I | 23026 | 3.8% | |
| F | 23023 | 3.8% | |
| R | 22999 | 3.8% | |
| O | 22986 | 3.8% | |
| M | 22954 | 3.8% | |
| A | 22947 | 3.8% | |
| P | 22941 | 3.8% | |
| C | 22871 | 3.8% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 6 | 23191 | 10.1% | |
| 8 | 23074 | 10.0% | |
| 4 | 23053 | 10.0% | |
| 9 | 22993 | 10.0% | |
| 5 | 22977 | 10.0% | |
| 2 | 22971 | 10.0% | |
| 1 | 22970 | 10.0% | |
| 0 | 22934 | 10.0% | |
| 3 | 22881 | 10.0% | |
| 7 | 22797 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 1198399 | 83.9% | |
| Common | 229841 | 16.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| H | 23330 | 1.9% | |
| n | 23263 | 1.9% | |
| z | 23243 | 1.9% | |
| g | 23213 | 1.9% | |
| N | 23167 | 1.9% | |
| E | 23163 | 1.9% | |
| h | 23159 | 1.9% | |
| T | 23154 | 1.9% | |
| c | 23152 | 1.9% | |
| K | 23151 | 1.9% | |
| Q | 23148 | 1.9% | |
| Y | 23136 | 1.9% | |
| U | 23132 | 1.9% | |
| r | 23129 | 1.9% | |
| S | 23118 | 1.9% | |
| B | 23108 | 1.9% | |
| W | 23102 | 1.9% | |
| q | 23097 | 1.9% | |
| m | 23092 | 1.9% | |
| u | 23086 | 1.9% | |
| G | 23082 | 1.9% | |
| Z | 23077 | 1.9% | |
| D | 23077 | 1.9% | |
| i | 23077 | 1.9% | |
| p | 23066 | 1.9% | |
| Other values (27) | 619877 | 51.7% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 6 | 23191 | 10.1% | |
| 8 | 23074 | 10.0% | |
| 4 | 23053 | 10.0% | |
| 9 | 22993 | 10.0% | |
| 5 | 22977 | 10.0% | |
| 2 | 22971 | 10.0% | |
| 1 | 22970 | 10.0% | |
| 0 | 22934 | 10.0% | |
| 3 | 22881 | 10.0% | |
| 7 | 22797 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1428240 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| H | 23330 | 1.6% | |
| n | 23263 | 1.6% | |
| z | 23243 | 1.6% | |
| g | 23213 | 1.6% | |
| 6 | 23191 | 1.6% | |
| N | 23167 | 1.6% | |
| E | 23163 | 1.6% | |
| h | 23159 | 1.6% | |
| T | 23154 | 1.6% | |
| c | 23152 | 1.6% | |
| K | 23151 | 1.6% | |
| Q | 23148 | 1.6% | |
| Y | 23136 | 1.6% | |
| U | 23132 | 1.6% | |
| r | 23129 | 1.6% | |
| S | 23118 | 1.6% | |
| B | 23108 | 1.6% | |
| W | 23102 | 1.6% | |
| q | 23097 | 1.6% | |
| m | 23092 | 1.6% | |
| u | 23086 | 1.6% | |
| G | 23082 | 1.6% | |
| Z | 23077 | 1.6% | |
| D | 23077 | 1.6% | |
| i | 23077 | 1.6% | |
| Other values (37) | 849593 | 59.5% |
| Distinct | 54183 |
|---|---|
| Distinct (%) | 75.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 7AiVZ3o9MI | 23 |
|---|---|
| iqvyEtmTRV | 20 |
| X0eK46N8VZ | 18 |
| wBOGzKM65j | 18 |
| 92weQmJP3k | 18 |
| Other values (54178) |
| Value | Count | Frequency (%) | |
| 7AiVZ3o9MI | 23 | < 0.1% | |
| iqvyEtmTRV | 20 | < 0.1% | |
| X0eK46N8VZ | 18 | < 0.1% | |
| wBOGzKM65j | 18 | < 0.1% | |
| 92weQmJP3k | 18 | < 0.1% | |
| WWNXiwfqer | 17 | < 0.1% | |
| Srw72Qypuo | 16 | < 0.1% | |
| kbonm1fuEf | 16 | < 0.1% | |
| MxqJRVYeF7 | 16 | < 0.1% | |
| Y7aUIjem3U | 15 | < 0.1% | |
| diz8wWdWdV | 15 | < 0.1% | |
| HMHys26CW8 | 14 | < 0.1% | |
| DXoRQlNDoZ | 14 | < 0.1% | |
| qf3f6vaseF | 14 | < 0.1% | |
| A7NXuNVf5a | 14 | < 0.1% | |
| IIRAHAN4u9 | 14 | < 0.1% | |
| CGa4CdbETB | 14 | < 0.1% | |
| YnfRhgs4Te | 13 | < 0.1% | |
| Z76oHjdBWl | 13 | < 0.1% | |
| 9l1aWpYDKi | 13 | < 0.1% | |
| I6FvPvHvOw | 13 | < 0.1% | |
| Q5GP9h57M8 | 13 | < 0.1% | |
| yz3Z5YwSXD | 13 | < 0.1% | |
| RwPoYogLHR | 13 | < 0.1% | |
| jwcca3mCwH | 12 | < 0.1% | |
| Other values (54158) | 71033 | 99.5% |
Frequencies of value counts
Unique
| Unique | 43551 ? |
|---|---|
| Unique (%) | 61.0% |
Histogram of lengths of the category
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Most occurring characters
| Value | Count | Frequency (%) | |
| r | 11888 | 1.7% | |
| 3 | 11796 | 1.7% | |
| o | 11742 | 1.6% | |
| P | 11720 | 1.6% | |
| 8 | 11699 | 1.6% | |
| A | 11689 | 1.6% | |
| s | 11674 | 1.6% | |
| e | 11661 | 1.6% | |
| i | 11658 | 1.6% | |
| G | 11643 | 1.6% | |
| w | 11643 | 1.6% | |
| f | 11633 | 1.6% | |
| F | 11628 | 1.6% | |
| 2 | 11628 | 1.6% | |
| q | 11628 | 1.6% | |
| h | 11618 | 1.6% | |
| S | 11613 | 1.6% | |
| g | 11611 | 1.6% | |
| H | 11611 | 1.6% | |
| 0 | 11609 | 1.6% | |
| W | 11601 | 1.6% | |
| T | 11593 | 1.6% | |
| m | 11592 | 1.6% | |
| R | 11589 | 1.6% | |
| v | 11586 | 1.6% | |
| Other values (37) | 422767 | 59.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 299979 | 42.0% | |
| Uppercase Letter | 298730 | 41.8% | |
| Decimal Number | 115411 | 16.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| P | 11720 | 3.9% | |
| A | 11689 | 3.9% | |
| G | 11643 | 3.9% | |
| F | 11628 | 3.9% | |
| S | 11613 | 3.9% | |
| H | 11611 | 3.9% | |
| W | 11601 | 3.9% | |
| T | 11593 | 3.9% | |
| R | 11589 | 3.9% | |
| U | 11543 | 3.9% | |
| V | 11527 | 3.9% | |
| N | 11522 | 3.9% | |
| Y | 11499 | 3.8% | |
| K | 11489 | 3.8% | |
| I | 11464 | 3.8% | |
| Q | 11421 | 3.8% | |
| B | 11407 | 3.8% | |
| E | 11405 | 3.8% | |
| D | 11387 | 3.8% | |
| C | 11375 | 3.8% | |
| O | 11373 | 3.8% | |
| X | 11371 | 3.8% | |
| Z | 11353 | 3.8% | |
| M | 11341 | 3.8% | |
| J | 11303 | 3.8% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 3 | 11796 | 10.2% | |
| 8 | 11699 | 10.1% | |
| 2 | 11628 | 10.1% | |
| 0 | 11609 | 10.1% | |
| 5 | 11578 | 10.0% | |
| 6 | 11531 | 10.0% | |
| 7 | 11523 | 10.0% | |
| 1 | 11485 | 10.0% | |
| 4 | 11384 | 9.9% | |
| 9 | 11178 | 9.7% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| r | 11888 | 4.0% | |
| o | 11742 | 3.9% | |
| s | 11674 | 3.9% | |
| e | 11661 | 3.9% | |
| i | 11658 | 3.9% | |
| w | 11643 | 3.9% | |
| f | 11633 | 3.9% | |
| q | 11628 | 3.9% | |
| h | 11618 | 3.9% | |
| g | 11611 | 3.9% | |
| m | 11592 | 3.9% | |
| v | 11586 | 3.9% | |
| j | 11584 | 3.9% | |
| t | 11556 | 3.9% | |
| z | 11539 | 3.8% | |
| d | 11534 | 3.8% | |
| b | 11532 | 3.8% | |
| a | 11529 | 3.8% | |
| k | 11454 | 3.8% | |
| c | 11449 | 3.8% | |
| p | 11426 | 3.8% | |
| x | 11371 | 3.8% | |
| y | 11337 | 3.8% | |
| n | 11323 | 3.8% | |
| u | 11270 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 598709 | 83.8% | |
| Common | 115411 | 16.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| r | 11888 | 2.0% | |
| o | 11742 | 2.0% | |
| P | 11720 | 2.0% | |
| A | 11689 | 2.0% | |
| s | 11674 | 1.9% | |
| e | 11661 | 1.9% | |
| i | 11658 | 1.9% | |
| G | 11643 | 1.9% | |
| w | 11643 | 1.9% | |
| f | 11633 | 1.9% | |
| F | 11628 | 1.9% | |
| q | 11628 | 1.9% | |
| h | 11618 | 1.9% | |
| S | 11613 | 1.9% | |
| g | 11611 | 1.9% | |
| H | 11611 | 1.9% | |
| W | 11601 | 1.9% | |
| T | 11593 | 1.9% | |
| m | 11592 | 1.9% | |
| R | 11589 | 1.9% | |
| v | 11586 | 1.9% | |
| j | 11584 | 1.9% | |
| t | 11556 | 1.9% | |
| U | 11543 | 1.9% | |
| z | 11539 | 1.9% | |
| Other values (27) | 307866 | 51.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 3 | 11796 | 10.2% | |
| 8 | 11699 | 10.1% | |
| 2 | 11628 | 10.1% | |
| 0 | 11609 | 10.1% | |
| 5 | 11578 | 10.0% | |
| 6 | 11531 | 10.0% | |
| 7 | 11523 | 10.0% | |
| 1 | 11485 | 10.0% | |
| 4 | 11384 | 9.9% | |
| 9 | 11178 | 9.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 714120 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| r | 11888 | 1.7% | |
| 3 | 11796 | 1.7% | |
| o | 11742 | 1.6% | |
| P | 11720 | 1.6% | |
| 8 | 11699 | 1.6% | |
| A | 11689 | 1.6% | |
| s | 11674 | 1.6% | |
| e | 11661 | 1.6% | |
| i | 11658 | 1.6% | |
| G | 11643 | 1.6% | |
| w | 11643 | 1.6% | |
| f | 11633 | 1.6% | |
| F | 11628 | 1.6% | |
| 2 | 11628 | 1.6% | |
| q | 11628 | 1.6% | |
| h | 11618 | 1.6% | |
| S | 11613 | 1.6% | |
| g | 11611 | 1.6% | |
| H | 11611 | 1.6% | |
| 0 | 11609 | 1.6% | |
| W | 11601 | 1.6% | |
| T | 11593 | 1.6% | |
| m | 11592 | 1.6% | |
| R | 11589 | 1.6% | |
| v | 11586 | 1.6% | |
| Other values (37) | 422767 | 59.2% |
race
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Caucasian | |
|---|---|
| AfricanAmerican | |
| ? | 1602 |
| Hispanic | 1404 |
| Other | 1093 |
| Value | Count | Frequency (%) | |
| Caucasian | 53293 | 74.6% | |
| AfricanAmerican | 13560 | 19.0% | |
| ? | 1602 | 2.2% | |
| Hispanic | 1404 | 2.0% | |
| Other | 1093 | 1.5% | |
| Asian | 460 | 0.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 15 |
|---|---|
| Median length | 9 |
| Mean length | 9.85318994 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 188863 | 26.8% | |
| i | 83681 | 11.9% | |
| n | 82277 | 11.7% | |
| c | 81817 | 11.6% | |
| s | 55157 | 7.8% | |
| C | 53293 | 7.6% | |
| u | 53293 | 7.6% | |
| r | 28213 | 4.0% | |
| A | 27580 | 3.9% | |
| e | 14653 | 2.1% | |
| f | 13560 | 1.9% | |
| m | 13560 | 1.9% | |
| ? | 1602 | 0.2% | |
| H | 1404 | 0.2% | |
| p | 1404 | 0.2% | |
| O | 1093 | 0.2% | |
| t | 1093 | 0.2% | |
| h | 1093 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 618664 | 87.9% | |
| Uppercase Letter | 83370 | 11.8% | |
| Other Punctuation | 1602 | 0.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 53293 | 63.9% | |
| A | 27580 | 33.1% | |
| H | 1404 | 1.7% | |
| O | 1093 | 1.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 188863 | 30.5% | |
| i | 83681 | 13.5% | |
| n | 82277 | 13.3% | |
| c | 81817 | 13.2% | |
| s | 55157 | 8.9% | |
| u | 53293 | 8.6% | |
| r | 28213 | 4.6% | |
| e | 14653 | 2.4% | |
| f | 13560 | 2.2% | |
| m | 13560 | 2.2% | |
| p | 1404 | 0.2% | |
| t | 1093 | 0.2% | |
| h | 1093 | 0.2% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 1602 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 702034 | 99.8% | |
| Common | 1602 | 0.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 188863 | 26.9% | |
| i | 83681 | 11.9% | |
| n | 82277 | 11.7% | |
| c | 81817 | 11.7% | |
| s | 55157 | 7.9% | |
| C | 53293 | 7.6% | |
| u | 53293 | 7.6% | |
| r | 28213 | 4.0% | |
| A | 27580 | 3.9% | |
| e | 14653 | 2.1% | |
| f | 13560 | 1.9% | |
| m | 13560 | 1.9% | |
| H | 1404 | 0.2% | |
| p | 1404 | 0.2% | |
| O | 1093 | 0.2% | |
| t | 1093 | 0.2% | |
| h | 1093 | 0.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 1602 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 703636 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 188863 | 26.8% | |
| i | 83681 | 11.9% | |
| n | 82277 | 11.7% | |
| c | 81817 | 11.6% | |
| s | 55157 | 7.8% | |
| C | 53293 | 7.6% | |
| u | 53293 | 7.6% | |
| r | 28213 | 4.0% | |
| A | 27580 | 3.9% | |
| e | 14653 | 2.1% | |
| f | 13560 | 1.9% | |
| m | 13560 | 1.9% | |
| ? | 1602 | 0.2% | |
| H | 1404 | 0.2% | |
| p | 1404 | 0.2% | |
| O | 1093 | 0.2% | |
| t | 1093 | 0.2% | |
| h | 1093 | 0.2% |
gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Female | |
|---|---|
| Male | |
| Unknown/Invalid | 3 |
| Value | Count | Frequency (%) | |
| Female | 38335 | 53.7% | |
| Male | 33074 | 46.3% | |
| Unknown/Invalid | 3 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 15 |
|---|---|
| Median length | 6 |
| Mean length | 5.074091189 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 109744 | 30.3% | |
| a | 71412 | 19.7% | |
| l | 71412 | 19.7% | |
| F | 38335 | 10.6% | |
| m | 38335 | 10.6% | |
| M | 33074 | 9.1% | |
| n | 12 | < 0.1% | |
| U | 3 | < 0.1% | |
| k | 3 | < 0.1% | |
| o | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| / | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| v | 3 | < 0.1% | |
| i | 3 | < 0.1% | |
| d | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 290933 | 80.3% | |
| Uppercase Letter | 71415 | 19.7% | |
| Other Punctuation | 3 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| F | 38335 | 53.7% | |
| M | 33074 | 46.3% | |
| U | 3 | < 0.1% | |
| I | 3 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 109744 | 37.7% | |
| a | 71412 | 24.5% | |
| l | 71412 | 24.5% | |
| m | 38335 | 13.2% | |
| n | 12 | < 0.1% | |
| k | 3 | < 0.1% | |
| o | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| v | 3 | < 0.1% | |
| i | 3 | < 0.1% | |
| d | 3 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 3 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 362348 | > 99.9% | |
| Common | 3 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 109744 | 30.3% | |
| a | 71412 | 19.7% | |
| l | 71412 | 19.7% | |
| F | 38335 | 10.6% | |
| m | 38335 | 10.6% | |
| M | 33074 | 9.1% | |
| n | 12 | < 0.1% | |
| U | 3 | < 0.1% | |
| k | 3 | < 0.1% | |
| o | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| v | 3 | < 0.1% | |
| i | 3 | < 0.1% | |
| d | 3 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| / | 3 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 362351 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 109744 | 30.3% | |
| a | 71412 | 19.7% | |
| l | 71412 | 19.7% | |
| F | 38335 | 10.6% | |
| m | 38335 | 10.6% | |
| M | 33074 | 9.1% | |
| n | 12 | < 0.1% | |
| U | 3 | < 0.1% | |
| k | 3 | < 0.1% | |
| o | 3 | < 0.1% | |
| w | 3 | < 0.1% | |
| / | 3 | < 0.1% | |
| I | 3 | < 0.1% | |
| v | 3 | < 0.1% | |
| i | 3 | < 0.1% | |
| d | 3 | < 0.1% |
age
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| [70-80) | |
|---|---|
| [60-70) | |
| [50-60) | |
| [80-90) | |
| [40-50) | |
| Other values (5) |
| Value | Count | Frequency (%) | |
| [70-80) | 18145 | 25.4% | |
| [60-70) | 15842 | 22.2% | |
| [50-60) | 12234 | 17.1% | |
| [80-90) | 11988 | 16.8% | |
| [40-50) | 6818 | 9.5% | |
| [30-40) | 2694 | 3.8% | |
| [90-100) | 1960 | 2.7% | |
| [20-30) | 1129 | 1.6% | |
| [10-20) | 501 | 0.7% | |
| [0-10) | 101 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.026032039 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 144784 | 28.9% | |
| [ | 71412 | 14.2% | |
| - | 71412 | 14.2% | |
| ) | 71412 | 14.2% | |
| 7 | 33987 | 6.8% | |
| 8 | 30133 | 6.0% | |
| 6 | 28076 | 5.6% | |
| 5 | 19052 | 3.8% | |
| 9 | 13948 | 2.8% | |
| 4 | 9512 | 1.9% | |
| 3 | 3823 | 0.8% | |
| 1 | 2562 | 0.5% | |
| 2 | 1630 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 287507 | 57.3% | |
| Open Punctuation | 71412 | 14.2% | |
| Dash Punctuation | 71412 | 14.2% | |
| Close Punctuation | 71412 | 14.2% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| [ | 71412 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 144784 | 50.4% | |
| 7 | 33987 | 11.8% | |
| 8 | 30133 | 10.5% | |
| 6 | 28076 | 9.8% | |
| 5 | 19052 | 6.6% | |
| 9 | 13948 | 4.9% | |
| 4 | 9512 | 3.3% | |
| 3 | 3823 | 1.3% | |
| 1 | 2562 | 0.9% | |
| 2 | 1630 | 0.6% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 71412 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 71412 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 501743 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 144784 | 28.9% | |
| [ | 71412 | 14.2% | |
| - | 71412 | 14.2% | |
| ) | 71412 | 14.2% | |
| 7 | 33987 | 6.8% | |
| 8 | 30133 | 6.0% | |
| 6 | 28076 | 5.6% | |
| 5 | 19052 | 3.8% | |
| 9 | 13948 | 2.8% | |
| 4 | 9512 | 1.9% | |
| 3 | 3823 | 0.8% | |
| 1 | 2562 | 0.5% | |
| 2 | 1630 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 501743 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 144784 | 28.9% | |
| [ | 71412 | 14.2% | |
| - | 71412 | 14.2% | |
| ) | 71412 | 14.2% | |
| 7 | 33987 | 6.8% | |
| 8 | 30133 | 6.0% | |
| 6 | 28076 | 5.6% | |
| 5 | 19052 | 3.8% | |
| 9 | 13948 | 2.8% | |
| 4 | 9512 | 1.9% | |
| 3 | 3823 | 0.8% | |
| 1 | 2562 | 0.5% | |
| 2 | 1630 | 0.3% |
weight
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| ? | |
|---|---|
| [75-100) | 915 |
| [50-75) | 627 |
| [100-125) | 443 |
| [125-150) | 102 |
| Other values (5) | 130 |
| Value | Count | Frequency (%) | |
| ? | 69195 | 96.9% | |
| [75-100) | 915 | 1.3% | |
| [50-75) | 627 | 0.9% | |
| [100-125) | 443 | 0.6% | |
| [125-150) | 102 | 0.1% | |
| [25-50) | 65 | 0.1% | |
| [0-25) | 33 | < 0.1% | |
| [150-175) | 24 | < 0.1% | |
| [175-200) | 7 | < 0.1% | |
| >200 | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 9 |
|---|---|
| Median length | 1 |
| Mean length | 1.214711813 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| ? | 69195 | 79.8% | |
| 0 | 3583 | 4.1% | |
| 5 | 3034 | 3.5% | |
| [ | 2216 | 2.6% | |
| - | 2216 | 2.6% | |
| ) | 2216 | 2.6% | |
| 1 | 2060 | 2.4% | |
| 7 | 1573 | 1.8% | |
| 2 | 651 | 0.8% | |
| > | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Other Punctuation | 69195 | 79.8% | |
| Decimal Number | 10901 | 12.6% | |
| Open Punctuation | 2216 | 2.6% | |
| Dash Punctuation | 2216 | 2.6% | |
| Close Punctuation | 2216 | 2.6% | |
| Math Symbol | 1 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 69195 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| [ | 2216 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 3583 | 32.9% | |
| 5 | 3034 | 27.8% | |
| 1 | 2060 | 18.9% | |
| 7 | 1573 | 14.4% | |
| 2 | 651 | 6.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 2216 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 2216 | 100.0% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| > | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 86745 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 69195 | 79.8% | |
| 0 | 3583 | 4.1% | |
| 5 | 3034 | 3.5% | |
| [ | 2216 | 2.6% | |
| - | 2216 | 2.6% | |
| ) | 2216 | 2.6% | |
| 1 | 2060 | 2.4% | |
| 7 | 1573 | 1.8% | |
| 2 | 651 | 0.8% | |
| > | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 86745 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| ? | 69195 | 79.8% | |
| 0 | 3583 | 4.1% | |
| 5 | 3034 | 3.5% | |
| [ | 2216 | 2.6% | |
| - | 2216 | 2.6% | |
| ) | 2216 | 2.6% | |
| 1 | 2060 | 2.4% | |
| 7 | 1573 | 1.8% | |
| 2 | 651 | 0.8% | |
| > | 1 | < 0.1% |
admission_type_id
Real number (ℝ≥0)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.022993334 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.444982031 |
|---|---|
| Coefficient of variation (CV) | 0.7142791855 |
| Kurtosis | 1.972866464 |
| Mean | 2.022993334 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.597293289 |
| Sum | 144466 |
| Variance | 2.087973071 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 37903 | 53.1% | |
| 3 | 13265 | 18.6% | |
| 2 | 12958 | 18.1% | |
| 6 | 3696 | 5.2% | |
| 5 | 3335 | 4.7% | |
| 8 | 234 | 0.3% | |
| 7 | 15 | < 0.1% | |
| 4 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 37903 | 53.1% | |
| 2 | 12958 | 18.1% | |
| 3 | 13265 | 18.6% | |
| 4 | 6 | < 0.1% | |
| 5 | 3335 | 4.7% | |
| 6 | 3696 | 5.2% | |
| 7 | 15 | < 0.1% | |
| 8 | 234 | 0.3% |
| Value | Count | Frequency (%) | |
| 8 | 234 | 0.3% | |
| 7 | 15 | < 0.1% | |
| 6 | 3696 | 5.2% | |
| 5 | 3335 | 4.7% | |
| 4 | 6 | < 0.1% | |
| 3 | 13265 | 18.6% | |
| 2 | 12958 | 18.1% | |
| 1 | 37903 | 53.1% |
discharge_disposition_id
Real number (ℝ≥0)
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.71965496 |
|---|---|
| Minimum | 1 |
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 18 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.284452531 |
|---|---|
| Coefficient of variation (CV) | 1.420683528 |
| Kurtosis | 5.974928797 |
| Mean | 3.71965496 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.558211713 |
| Sum | 265628 |
| Variance | 27.92543855 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) | |
| 1 | 42282 | 59.2% | |
| 3 | 9715 | 13.6% | |
| 6 | 9057 | 12.7% | |
| 18 | 2589 | 3.6% | |
| 2 | 1498 | 2.1% | |
| 22 | 1414 | 2.0% | |
| 11 | 1154 | 1.6% | |
| 5 | 836 | 1.2% | |
| 25 | 681 | 1.0% | |
| 4 | 599 | 0.8% | |
| 7 | 440 | 0.6% | |
| 23 | 292 | 0.4% | |
| 13 | 284 | 0.4% | |
| 14 | 268 | 0.4% | |
| 28 | 100 | 0.1% | |
| 8 | 76 | 0.1% | |
| 15 | 50 | 0.1% | |
| 24 | 33 | < 0.1% | |
| 9 | 13 | < 0.1% | |
| 17 | 9 | < 0.1% | |
| 19 | 8 | < 0.1% | |
| 16 | 6 | < 0.1% | |
| 27 | 4 | < 0.1% | |
| 10 | 3 | < 0.1% | |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 42282 | 59.2% | |
| 2 | 1498 | 2.1% | |
| 3 | 9715 | 13.6% | |
| 4 | 599 | 0.8% | |
| 5 | 836 | 1.2% | |
| 6 | 9057 | 12.7% | |
| 7 | 440 | 0.6% | |
| 8 | 76 | 0.1% | |
| 9 | 13 | < 0.1% | |
| 10 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 28 | 100 | 0.1% | |
| 27 | 4 | < 0.1% | |
| 25 | 681 | 1.0% | |
| 24 | 33 | < 0.1% | |
| 23 | 292 | 0.4% | |
| 22 | 1414 | 2.0% | |
| 19 | 8 | < 0.1% | |
| 18 | 2589 | 3.6% | |
| 17 | 9 | < 0.1% | |
| 16 | 6 | < 0.1% |
admission_source_id
Real number (ℝ≥0)
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.753710861 |
|---|---|
| Minimum | 1 |
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 17 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.068028362 |
|---|---|
| Coefficient of variation (CV) | 0.7070269014 |
| Kurtosis | 1.742458086 |
| Mean | 5.753710861 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.031069588 |
| Sum | 410884 |
| Variance | 16.54885475 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| 7 | 40335 | 56.5% | |
| 1 | 20762 | 29.1% | |
| 17 | 4768 | 6.7% | |
| 4 | 2201 | 3.1% | |
| 6 | 1591 | 2.2% | |
| 2 | 808 | 1.1% | |
| 5 | 586 | 0.8% | |
| 3 | 138 | 0.2% | |
| 20 | 113 | 0.2% | |
| 9 | 76 | 0.1% | |
| 8 | 12 | < 0.1% | |
| 22 | 9 | < 0.1% | |
| 10 | 6 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 14 | 2 | < 0.1% | |
| 25 | 2 | < 0.1% | |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 20762 | 29.1% | |
| 2 | 808 | 1.1% | |
| 3 | 138 | 0.2% | |
| 4 | 2201 | 3.1% | |
| 5 | 586 | 0.8% | |
| 6 | 1591 | 2.2% | |
| 7 | 40335 | 56.5% | |
| 8 | 12 | < 0.1% | |
| 9 | 76 | 0.1% | |
| 10 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 25 | 2 | < 0.1% | |
| 22 | 9 | < 0.1% | |
| 20 | 113 | 0.2% | |
| 17 | 4768 | 6.7% | |
| 14 | 2 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 10 | 6 | < 0.1% | |
| 9 | 76 | 0.1% | |
| 8 | 12 | < 0.1% |
time_in_hospital
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.384753263 |
|---|---|
| Minimum | 1 |
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.979709285 |
|---|---|
| Coefficient of variation (CV) | 0.67956145 |
| Kurtosis | 0.8536709844 |
| Mean | 4.384753263 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.135714776 |
| Sum | 313124 |
| Variance | 8.878667423 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) | |
| 3 | 12407 | 17.4% | |
| 2 | 12170 | 17.0% | |
| 1 | 10019 | 14.0% | |
| 4 | 9811 | 13.7% | |
| 5 | 6982 | 9.8% | |
| 6 | 5273 | 7.4% | |
| 7 | 4082 | 5.7% | |
| 8 | 3033 | 4.2% | |
| 9 | 2123 | 3.0% | |
| 10 | 1640 | 2.3% | |
| 11 | 1316 | 1.8% | |
| 12 | 1008 | 1.4% | |
| 13 | 837 | 1.2% | |
| 14 | 711 | 1.0% |
| Value | Count | Frequency (%) | |
| 1 | 10019 | 14.0% | |
| 2 | 12170 | 17.0% | |
| 3 | 12407 | 17.4% | |
| 4 | 9811 | 13.7% | |
| 5 | 6982 | 9.8% | |
| 6 | 5273 | 7.4% | |
| 7 | 4082 | 5.7% | |
| 8 | 3033 | 4.2% | |
| 9 | 2123 | 3.0% | |
| 10 | 1640 | 2.3% |
| Value | Count | Frequency (%) | |
| 14 | 711 | 1.0% | |
| 13 | 837 | 1.2% | |
| 12 | 1008 | 1.4% | |
| 11 | 1316 | 1.8% | |
| 10 | 1640 | 2.3% | |
| 9 | 2123 | 3.0% | |
| 8 | 3033 | 4.2% | |
| 7 | 4082 | 5.7% | |
| 6 | 5273 | 7.4% | |
| 5 | 6982 | 9.8% |
payer_code
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| ? | |
|---|---|
| MC | |
| HM | |
| SP | |
| BC | |
| Other values (13) |
| Value | Count | Frequency (%) | |
| ? | 28178 | 39.5% | |
| MC | 22715 | 31.8% | |
| HM | 4357 | 6.1% | |
| SP | 3545 | 5.0% | |
| BC | 3293 | 4.6% | |
| MD | 2449 | 3.4% | |
| CP | 1821 | 2.5% | |
| UN | 1751 | 2.5% | |
| CM | 1376 | 1.9% | |
| OG | 744 | 1.0% | |
| PO | 415 | 0.6% | |
| DM | 385 | 0.5% | |
| CH | 109 | 0.2% | |
| WC | 98 | 0.1% | |
| OT | 70 | 0.1% | |
| MP | 60 | 0.1% | |
| SI | 45 | 0.1% | |
| FR | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.605416457 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| M | 31342 | 27.3% | |
| C | 29412 | 25.7% | |
| ? | 28178 | 24.6% | |
| P | 5841 | 5.1% | |
| H | 4466 | 3.9% | |
| S | 3590 | 3.1% | |
| B | 3293 | 2.9% | |
| D | 2834 | 2.5% | |
| U | 1751 | 1.5% | |
| N | 1751 | 1.5% | |
| O | 1229 | 1.1% | |
| G | 744 | 0.6% | |
| W | 98 | 0.1% | |
| T | 70 | 0.1% | |
| I | 45 | < 0.1% | |
| F | 1 | < 0.1% | |
| R | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 86468 | 75.4% | |
| Other Punctuation | 28178 | 24.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 31342 | 36.2% | |
| C | 29412 | 34.0% | |
| P | 5841 | 6.8% | |
| H | 4466 | 5.2% | |
| S | 3590 | 4.2% | |
| B | 3293 | 3.8% | |
| D | 2834 | 3.3% | |
| U | 1751 | 2.0% | |
| N | 1751 | 2.0% | |
| O | 1229 | 1.4% | |
| G | 744 | 0.9% | |
| W | 98 | 0.1% | |
| T | 70 | 0.1% | |
| I | 45 | 0.1% | |
| F | 1 | < 0.1% | |
| R | 1 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 28178 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 86468 | 75.4% | |
| Common | 28178 | 24.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| M | 31342 | 36.2% | |
| C | 29412 | 34.0% | |
| P | 5841 | 6.8% | |
| H | 4466 | 5.2% | |
| S | 3590 | 4.2% | |
| B | 3293 | 3.8% | |
| D | 2834 | 3.3% | |
| U | 1751 | 2.0% | |
| N | 1751 | 2.0% | |
| O | 1229 | 1.4% | |
| G | 744 | 0.9% | |
| W | 98 | 0.1% | |
| T | 70 | 0.1% | |
| I | 45 | 0.1% | |
| F | 1 | < 0.1% | |
| R | 1 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 28178 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 114646 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| M | 31342 | 27.3% | |
| C | 29412 | 25.7% | |
| ? | 28178 | 24.6% | |
| P | 5841 | 5.1% | |
| H | 4466 | 3.9% | |
| S | 3590 | 3.1% | |
| B | 3293 | 2.9% | |
| D | 2834 | 2.5% | |
| U | 1751 | 1.5% | |
| N | 1751 | 1.5% | |
| O | 1229 | 1.1% | |
| G | 744 | 0.6% | |
| W | 98 | 0.1% | |
| T | 70 | 0.1% | |
| I | 45 | < 0.1% | |
| F | 1 | < 0.1% | |
| R | 1 | < 0.1% |
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| ? | |
|---|---|
| InternalMedicine | |
| Emergency/Trauma | |
| Family/GeneralPractice | |
| Cardiology | |
| Other values (65) |
| Value | Count | Frequency (%) | |
| ? | 35120 | 49.2% | |
| InternalMedicine | 10247 | 14.3% | |
| Emergency/Trauma | 5291 | 7.4% | |
| Family/GeneralPractice | 5269 | 7.4% | |
| Cardiology | 3756 | 5.3% | |
| Surgery-General | 2169 | 3.0% | |
| Nephrology | 1108 | 1.6% | |
| Orthopedics | 981 | 1.4% | |
| Orthopedics-Reconstructive | 879 | 1.2% | |
| Radiologist | 794 | 1.1% | |
| Pulmonology | 599 | 0.8% | |
| Psychiatry | 590 | 0.8% | |
| Urology | 502 | 0.7% | |
| ObstetricsandGynecology | 469 | 0.7% | |
| Surgery-Cardiovascular/Thoracic | 468 | 0.7% | |
| Gastroenterology | 382 | 0.5% | |
| Surgery-Vascular | 352 | 0.5% | |
| Surgery-Neuro | 321 | 0.4% | |
| PhysicalMedicineandRehabilitation | 274 | 0.4% | |
| Oncology | 246 | 0.3% | |
| Pediatrics | 189 | 0.3% | |
| Hematology/Oncology | 163 | 0.2% | |
| Neurology | 128 | 0.2% | |
| Pediatrics-Endocrinology | 106 | 0.1% | |
| Otolaryngology | 92 | 0.1% | |
| Other values (45) | 917 | 1.3% |
Frequencies of value counts
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 36 |
|---|---|
| Median length | 8 |
| Mean length | 8.60930936 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 73739 | 12.0% | |
| r | 53866 | 8.8% | |
| a | 49968 | 8.1% | |
| n | 48210 | 7.8% | |
| i | 44456 | 7.2% | |
| c | 35171 | 5.7% | |
| ? | 35120 | 5.7% | |
| l | 34329 | 5.6% | |
| y | 24482 | 4.0% | |
| t | 23981 | 3.9% | |
| o | 23849 | 3.9% | |
| d | 18938 | 3.1% | |
| g | 17898 | 2.9% | |
| m | 16758 | 2.7% | |
| u | 11735 | 1.9% | |
| / | 11194 | 1.8% | |
| M | 10545 | 1.7% | |
| I | 10277 | 1.7% | |
| G | 8367 | 1.4% | |
| s | 7421 | 1.2% | |
| P | 7357 | 1.2% | |
| T | 5832 | 0.9% | |
| E | 5487 | 0.9% | |
| F | 5277 | 0.9% | |
| h | 4867 | 0.8% | |
| Other values (17) | 25684 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 494996 | 80.5% | |
| Uppercase Letter | 68848 | 11.2% | |
| Other Punctuation | 46338 | 7.5% | |
| Dash Punctuation | 4626 | 0.8% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 10545 | 15.3% | |
| I | 10277 | 14.9% | |
| G | 8367 | 12.2% | |
| P | 7357 | 10.7% | |
| T | 5832 | 8.5% | |
| E | 5487 | 8.0% | |
| F | 5277 | 7.7% | |
| C | 4428 | 6.4% | |
| S | 3578 | 5.2% | |
| O | 2943 | 4.3% | |
| R | 2002 | 2.9% | |
| N | 1574 | 2.3% | |
| U | 502 | 0.7% | |
| V | 352 | 0.5% | |
| H | 260 | 0.4% | |
| A | 35 | 0.1% | |
| D | 32 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 73739 | 14.9% | |
| r | 53866 | 10.9% | |
| a | 49968 | 10.1% | |
| n | 48210 | 9.7% | |
| i | 44456 | 9.0% | |
| c | 35171 | 7.1% | |
| l | 34329 | 6.9% | |
| y | 24482 | 4.9% | |
| t | 23981 | 4.8% | |
| o | 23849 | 4.8% | |
| d | 18938 | 3.8% | |
| g | 17898 | 3.6% | |
| m | 16758 | 3.4% | |
| u | 11735 | 2.4% | |
| s | 7421 | 1.5% | |
| h | 4867 | 1.0% | |
| p | 3082 | 0.6% | |
| v | 1420 | 0.3% | |
| b | 781 | 0.2% | |
| f | 34 | < 0.1% | |
| x | 11 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 35120 | 75.8% | |
| / | 11194 | 24.2% | |
| & | 24 | 0.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 4626 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 563844 | 91.7% | |
| Common | 50964 | 8.3% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 73739 | 13.1% | |
| r | 53866 | 9.6% | |
| a | 49968 | 8.9% | |
| n | 48210 | 8.6% | |
| i | 44456 | 7.9% | |
| c | 35171 | 6.2% | |
| l | 34329 | 6.1% | |
| y | 24482 | 4.3% | |
| t | 23981 | 4.3% | |
| o | 23849 | 4.2% | |
| d | 18938 | 3.4% | |
| g | 17898 | 3.2% | |
| m | 16758 | 3.0% | |
| u | 11735 | 2.1% | |
| M | 10545 | 1.9% | |
| I | 10277 | 1.8% | |
| G | 8367 | 1.5% | |
| s | 7421 | 1.3% | |
| P | 7357 | 1.3% | |
| T | 5832 | 1.0% | |
| E | 5487 | 1.0% | |
| F | 5277 | 0.9% | |
| h | 4867 | 0.9% | |
| C | 4428 | 0.8% | |
| S | 3578 | 0.6% | |
| Other values (13) | 13028 | 2.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 35120 | 68.9% | |
| / | 11194 | 22.0% | |
| - | 4626 | 9.1% | |
| & | 24 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 614808 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 73739 | 12.0% | |
| r | 53866 | 8.8% | |
| a | 49968 | 8.1% | |
| n | 48210 | 7.8% | |
| i | 44456 | 7.2% | |
| c | 35171 | 5.7% | |
| ? | 35120 | 5.7% | |
| l | 34329 | 5.6% | |
| y | 24482 | 4.0% | |
| t | 23981 | 3.9% | |
| o | 23849 | 3.9% | |
| d | 18938 | 3.1% | |
| g | 17898 | 2.9% | |
| m | 16758 | 2.7% | |
| u | 11735 | 1.9% | |
| / | 11194 | 1.8% | |
| M | 10545 | 1.7% | |
| I | 10277 | 1.7% | |
| G | 8367 | 1.4% | |
| s | 7421 | 1.2% | |
| P | 7357 | 1.2% | |
| T | 5832 | 0.9% | |
| E | 5487 | 0.9% | |
| F | 5277 | 0.9% | |
| h | 4867 | 0.8% | |
| Other values (17) | 25684 | 4.2% |
num_lab_procedures
Real number (ℝ≥0)
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.06697754 |
|---|---|
| Minimum | 1 |
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 31 |
| median | 44 |
| Q3 | 57 |
| 95-th percentile | 73 |
| Maximum | 132 |
| Range | 131 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.65204974 |
|---|---|
| Coefficient of variation (CV) | 0.4563136506 |
| Kurtosis | -0.2487677647 |
| Mean | 43.06697754 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.2400051788 |
| Sum | 3075499 |
| Variance | 386.203059 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 2283 | 3.2% | |
| 43 | 1976 | 2.8% | |
| 44 | 1768 | 2.5% | |
| 45 | 1694 | 2.4% | |
| 38 | 1561 | 2.2% | |
| 46 | 1556 | 2.2% | |
| 40 | 1536 | 2.2% | |
| 47 | 1479 | 2.1% | |
| 42 | 1478 | 2.1% | |
| 41 | 1458 | 2.0% | |
| 49 | 1455 | 2.0% | |
| 37 | 1427 | 2.0% | |
| 39 | 1419 | 2.0% | |
| 36 | 1399 | 2.0% | |
| 48 | 1398 | 2.0% | |
| 50 | 1354 | 1.9% | |
| 51 | 1344 | 1.9% | |
| 35 | 1327 | 1.9% | |
| 52 | 1309 | 1.8% | |
| 56 | 1297 | 1.8% | |
| 54 | 1291 | 1.8% | |
| 55 | 1282 | 1.8% | |
| 53 | 1248 | 1.7% | |
| 57 | 1216 | 1.7% | |
| 58 | 1214 | 1.7% | |
| Other values (91) | 34643 | 48.5% |
| Value | Count | Frequency (%) | |
| 1 | 2283 | 3.2% | |
| 2 | 760 | 1.1% | |
| 3 | 468 | 0.7% | |
| 4 | 252 | 0.4% | |
| 5 | 200 | 0.3% | |
| 6 | 195 | 0.3% | |
| 7 | 223 | 0.3% | |
| 8 | 253 | 0.4% | |
| 9 | 623 | 0.9% | |
| 10 | 582 | 0.8% |
| Value | Count | Frequency (%) | |
| 132 | 1 | < 0.1% | |
| 129 | 1 | < 0.1% | |
| 126 | 1 | < 0.1% | |
| 121 | 1 | < 0.1% | |
| 118 | 1 | < 0.1% | |
| 114 | 1 | < 0.1% | |
| 113 | 1 | < 0.1% | |
| 111 | 3 | < 0.1% | |
| 109 | 3 | < 0.1% | |
| 108 | 2 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.340741052 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 32777 |
| Zeros (%) | 45.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.710199979 |
|---|---|
| Coefficient of variation (CV) | 1.275563224 |
| Kurtosis | 0.8544174175 |
| Mean | 1.340741052 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.318756524 |
| Sum | 95745 |
| Variance | 2.924783969 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 0 | 32777 | 45.9% | |
| 1 | 14545 | 20.4% | |
| 2 | 8944 | 12.5% | |
| 3 | 6490 | 9.1% | |
| 6 | 3521 | 4.9% | |
| 4 | 2959 | 4.1% | |
| 5 | 2176 | 3.0% |
| Value | Count | Frequency (%) | |
| 0 | 32777 | 45.9% | |
| 1 | 14545 | 20.4% | |
| 2 | 8944 | 12.5% | |
| 3 | 6490 | 9.1% | |
| 4 | 2959 | 4.1% | |
| 5 | 2176 | 3.0% | |
| 6 | 3521 | 4.9% |
| Value | Count | Frequency (%) | |
| 6 | 3521 | 4.9% | |
| 5 | 2176 | 3.0% | |
| 4 | 2959 | 4.1% | |
| 3 | 6490 | 9.1% | |
| 2 | 8944 | 12.5% | |
| 1 | 14545 | 20.4% | |
| 0 | 32777 | 45.9% |
num_medications
Real number (ℝ≥0)
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.03568028 |
|---|---|
| Minimum | 1 |
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 15 |
| Q3 | 20 |
| 95-th percentile | 31 |
| Maximum | 81 |
| Range | 80 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.141536786 |
|---|---|
| Coefficient of variation (CV) | 0.5077138384 |
| Kurtosis | 3.60322821 |
| Mean | 16.03568028 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.34923898 |
| Sum | 1145140 |
| Variance | 66.28462123 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 13 | 4321 | 6.1% | |
| 12 | 4158 | 5.8% | |
| 11 | 4122 | 5.8% | |
| 14 | 4086 | 5.7% | |
| 15 | 4011 | 5.6% | |
| 16 | 3869 | 5.4% | |
| 10 | 3694 | 5.2% | |
| 17 | 3470 | 4.9% | |
| 9 | 3444 | 4.8% | |
| 18 | 3180 | 4.5% | |
| 8 | 3036 | 4.3% | |
| 19 | 2858 | 4.0% | |
| 20 | 2579 | 3.6% | |
| 7 | 2432 | 3.4% | |
| 21 | 2256 | 3.2% | |
| 22 | 2040 | 2.9% | |
| 6 | 1927 | 2.7% | |
| 23 | 1677 | 2.3% | |
| 24 | 1447 | 2.0% | |
| 5 | 1374 | 1.9% | |
| 25 | 1339 | 1.9% | |
| 26 | 1134 | 1.6% | |
| 27 | 1020 | 1.4% | |
| 4 | 974 | 1.4% | |
| 28 | 833 | 1.2% | |
| Other values (50) | 6131 | 8.6% |
| Value | Count | Frequency (%) | |
| 1 | 193 | 0.3% | |
| 2 | 311 | 0.4% | |
| 3 | 639 | 0.9% | |
| 4 | 974 | 1.4% | |
| 5 | 1374 | 1.9% | |
| 6 | 1927 | 2.7% | |
| 7 | 2432 | 3.4% | |
| 8 | 3036 | 4.3% | |
| 9 | 3444 | 4.8% | |
| 10 | 3694 | 5.2% |
| Value | Count | Frequency (%) | |
| 81 | 1 | < 0.1% | |
| 79 | 1 | < 0.1% | |
| 75 | 1 | < 0.1% | |
| 74 | 1 | < 0.1% | |
| 72 | 1 | < 0.1% | |
| 70 | 2 | < 0.1% | |
| 69 | 5 | < 0.1% | |
| 68 | 6 | < 0.1% | |
| 67 | 6 | < 0.1% | |
| 66 | 5 | < 0.1% |
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.367879348 |
|---|---|
| Minimum | 0 |
| Maximum | 40 |
| Zeros | 59713 |
| Zeros (%) | 83.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.244255212 |
|---|---|
| Coefficient of variation (CV) | 3.38223719 |
| Kurtosis | 121.5520298 |
| Mean | 0.367879348 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.097768529 |
| Sum | 26271 |
| Variance | 1.548171033 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) | |
| 0 | 59713 | 83.6% | |
| 1 | 5964 | 8.4% | |
| 2 | 2490 | 3.5% | |
| 3 | 1442 | 2.0% | |
| 4 | 774 | 1.1% | |
| 5 | 366 | 0.5% | |
| 6 | 224 | 0.3% | |
| 7 | 108 | 0.2% | |
| 8 | 72 | 0.1% | |
| 9 | 63 | 0.1% | |
| 10 | 40 | 0.1% | |
| 11 | 32 | < 0.1% | |
| 14 | 20 | < 0.1% | |
| 12 | 19 | < 0.1% | |
| 13 | 19 | < 0.1% | |
| 15 | 13 | < 0.1% | |
| 16 | 13 | < 0.1% | |
| 17 | 7 | < 0.1% | |
| 18 | 4 | < 0.1% | |
| 20 | 4 | < 0.1% | |
| 21 | 4 | < 0.1% | |
| 19 | 3 | < 0.1% | |
| 22 | 3 | < 0.1% | |
| 36 | 2 | < 0.1% | |
| 24 | 2 | < 0.1% | |
| Other values (8) | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 59713 | 83.6% | |
| 1 | 5964 | 8.4% | |
| 2 | 2490 | 3.5% | |
| 3 | 1442 | 2.0% | |
| 4 | 774 | 1.1% | |
| 5 | 366 | 0.5% | |
| 6 | 224 | 0.3% | |
| 7 | 108 | 0.2% | |
| 8 | 72 | 0.1% | |
| 9 | 63 | 0.1% |
| Value | Count | Frequency (%) | |
| 40 | 1 | < 0.1% | |
| 36 | 2 | < 0.1% | |
| 35 | 1 | < 0.1% | |
| 33 | 1 | < 0.1% | |
| 29 | 2 | < 0.1% | |
| 28 | 1 | < 0.1% | |
| 27 | 2 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 25 | 2 | < 0.1% | |
| 24 | 2 | < 0.1% |
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1991542038 |
|---|---|
| Minimum | 0 |
| Maximum | 76 |
| Zeros | 63386 |
| Zeros (%) | 88.8% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 76 |
| Range | 76 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9648107567 |
|---|---|
| Coefficient of variation (CV) | 4.844541257 |
| Kurtosis | 1394.312276 |
| Mean | 0.1991542038 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.64811755 |
| Sum | 14222 |
| Variance | 0.9308597963 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) | |
| 0 | 63386 | 88.8% | |
| 1 | 5411 | 7.6% | |
| 2 | 1460 | 2.0% | |
| 3 | 492 | 0.7% | |
| 4 | 264 | 0.4% | |
| 5 | 137 | 0.2% | |
| 6 | 70 | 0.1% | |
| 7 | 53 | 0.1% | |
| 8 | 35 | < 0.1% | |
| 10 | 26 | < 0.1% | |
| 11 | 16 | < 0.1% | |
| 9 | 15 | < 0.1% | |
| 13 | 8 | < 0.1% | |
| 12 | 6 | < 0.1% | |
| 22 | 5 | < 0.1% | |
| 16 | 5 | < 0.1% | |
| 20 | 4 | < 0.1% | |
| 18 | 3 | < 0.1% | |
| 14 | 3 | < 0.1% | |
| 19 | 2 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 64 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| Other values (5) | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 63386 | 88.8% | |
| 1 | 5411 | 7.6% | |
| 2 | 1460 | 2.0% | |
| 3 | 492 | 0.7% | |
| 4 | 264 | 0.4% | |
| 5 | 137 | 0.2% | |
| 6 | 70 | 0.1% | |
| 7 | 53 | 0.1% | |
| 8 | 35 | < 0.1% | |
| 9 | 15 | < 0.1% |
| Value | Count | Frequency (%) | |
| 76 | 1 | < 0.1% | |
| 64 | 1 | < 0.1% | |
| 63 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| 28 | 1 | < 0.1% | |
| 25 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 22 | 5 | < 0.1% |
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6392903154 |
|---|---|
| Minimum | 0 |
| Maximum | 19 |
| Zeros | 47350 |
| Zeros (%) | 66.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.263836081 |
|---|---|
| Coefficient of variation (CV) | 1.976936066 |
| Kurtosis | 20.26940924 |
| Mean | 0.6392903154 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.578740264 |
| Sum | 45653 |
| Variance | 1.597281641 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) | |
| 0 | 47350 | 66.3% | |
| 1 | 13696 | 19.2% | |
| 2 | 5377 | 7.5% | |
| 3 | 2418 | 3.4% | |
| 4 | 1152 | 1.6% | |
| 5 | 574 | 0.8% | |
| 6 | 341 | 0.5% | |
| 7 | 185 | 0.3% | |
| 8 | 110 | 0.2% | |
| 9 | 78 | 0.1% | |
| 10 | 43 | 0.1% | |
| 11 | 28 | < 0.1% | |
| 12 | 24 | < 0.1% | |
| 13 | 12 | < 0.1% | |
| 14 | 9 | < 0.1% | |
| 15 | 7 | < 0.1% | |
| 16 | 5 | < 0.1% | |
| 19 | 2 | < 0.1% | |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 47350 | 66.3% | |
| 1 | 13696 | 19.2% | |
| 2 | 5377 | 7.5% | |
| 3 | 2418 | 3.4% | |
| 4 | 1152 | 1.6% | |
| 5 | 574 | 0.8% | |
| 6 | 341 | 0.5% | |
| 7 | 185 | 0.3% | |
| 8 | 110 | 0.2% | |
| 9 | 78 | 0.1% |
| Value | Count | Frequency (%) | |
| 19 | 2 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 16 | 5 | < 0.1% | |
| 15 | 7 | < 0.1% | |
| 14 | 9 | < 0.1% | |
| 13 | 12 | < 0.1% | |
| 12 | 24 | < 0.1% | |
| 11 | 28 | < 0.1% | |
| 10 | 43 | 0.1% | |
| 9 | 78 | 0.1% |
| Distinct | 684 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 428 | 4822 |
|---|---|
| 414 | 4601 |
| 786 | 2816 |
| 410 | 2492 |
| 486 | 2478 |
| Other values (679) |
| Value | Count | Frequency (%) | |
| 428 | 4822 | 6.8% | |
| 414 | 4601 | 6.4% | |
| 786 | 2816 | 3.9% | |
| 410 | 2492 | 3.5% | |
| 486 | 2478 | 3.5% | |
| 427 | 1945 | 2.7% | |
| 491 | 1584 | 2.2% | |
| 715 | 1510 | 2.1% | |
| 780 | 1421 | 2.0% | |
| 434 | 1421 | 2.0% | |
| 682 | 1417 | 2.0% | |
| 996 | 1376 | 1.9% | |
| 276 | 1356 | 1.9% | |
| 38 | 1201 | 1.7% | |
| 250.8 | 1166 | 1.6% | |
| 599 | 1127 | 1.6% | |
| 584 | 1052 | 1.5% | |
| V57 | 854 | 1.2% | |
| 250.6 | 846 | 1.2% | |
| 518 | 801 | 1.1% | |
| 577 | 739 | 1.0% | |
| 820 | 734 | 1.0% | |
| 493 | 722 | 1.0% | |
| 562 | 702 | 1.0% | |
| 435 | 697 | 1.0% | |
| Other values (659) | 31532 | 44.2% |
Frequencies of value counts
Unique
| Unique | 91 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.175348681 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 4 | 38775 | 17.1% | |
| 2 | 27964 | 12.3% | |
| 8 | 26669 | 11.8% | |
| 5 | 26055 | 11.5% | |
| 7 | 20162 | 8.9% | |
| 1 | 19676 | 8.7% | |
| 0 | 17497 | 7.7% | |
| 6 | 16359 | 7.2% | |
| 9 | 13981 | 6.2% | |
| 3 | 12433 | 5.5% | |
| . | 5987 | 2.6% | |
| V | 1186 | 0.5% | |
| ? | 14 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 219571 | 96.8% | |
| Other Punctuation | 6001 | 2.6% | |
| Uppercase Letter | 1186 | 0.5% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 38775 | 17.7% | |
| 2 | 27964 | 12.7% | |
| 8 | 26669 | 12.1% | |
| 5 | 26055 | 11.9% | |
| 7 | 20162 | 9.2% | |
| 1 | 19676 | 9.0% | |
| 0 | 17497 | 8.0% | |
| 6 | 16359 | 7.5% | |
| 9 | 13981 | 6.4% | |
| 3 | 12433 | 5.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| V | 1186 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 5987 | 99.8% | |
| ? | 14 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 225572 | 99.5% | |
| Latin | 1186 | 0.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 38775 | 17.2% | |
| 2 | 27964 | 12.4% | |
| 8 | 26669 | 11.8% | |
| 5 | 26055 | 11.6% | |
| 7 | 20162 | 8.9% | |
| 1 | 19676 | 8.7% | |
| 0 | 17497 | 7.8% | |
| 6 | 16359 | 7.3% | |
| 9 | 13981 | 6.2% | |
| 3 | 12433 | 5.5% | |
| . | 5987 | 2.7% | |
| ? | 14 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| V | 1186 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 226758 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 4 | 38775 | 17.1% | |
| 2 | 27964 | 12.3% | |
| 8 | 26669 | 11.8% | |
| 5 | 26055 | 11.5% | |
| 7 | 20162 | 8.9% | |
| 1 | 19676 | 8.7% | |
| 0 | 17497 | 7.7% | |
| 6 | 16359 | 7.2% | |
| 9 | 13981 | 6.2% | |
| 3 | 12433 | 5.5% | |
| . | 5987 | 2.6% | |
| V | 1186 | 0.5% | |
| ? | 14 | < 0.1% |
| Distinct | 701 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 276 | 4744 |
|---|---|
| 428 | 4689 |
| 250 | 4218 |
| 427 | 3528 |
| 401 | 2663 |
| Other values (696) |
| Value | Count | Frequency (%) | |
| 276 | 4744 | 6.6% | |
| 428 | 4689 | 6.6% | |
| 250 | 4218 | 5.9% | |
| 427 | 3528 | 4.9% | |
| 401 | 2663 | 3.7% | |
| 496 | 2334 | 3.3% | |
| 599 | 2329 | 3.3% | |
| 403 | 1991 | 2.8% | |
| 414 | 1870 | 2.6% | |
| 411 | 1735 | 2.4% | |
| 250.02 | 1456 | 2.0% | |
| 707 | 1397 | 2.0% | |
| 585 | 1335 | 1.9% | |
| 584 | 1152 | 1.6% | |
| 491 | 1080 | 1.5% | |
| 250.01 | 1070 | 1.5% | |
| 285 | 1068 | 1.5% | |
| 780 | 1035 | 1.4% | |
| 425 | 1022 | 1.4% | |
| 682 | 990 | 1.4% | |
| 518 | 949 | 1.3% | |
| 486 | 945 | 1.3% | |
| 424 | 764 | 1.1% | |
| 413 | 743 | 1.0% | |
| 493 | 617 | 0.9% | |
| Other values (676) | 25688 | 36.0% |
Frequencies of value counts
Unique
| Unique | 130 ? |
|---|---|
| Unique (%) | 0.2% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.165196326 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 4 | 35970 | 15.9% | |
| 2 | 34893 | 15.4% | |
| 5 | 26825 | 11.9% | |
| 0 | 23855 | 10.6% | |
| 8 | 20110 | 8.9% | |
| 7 | 20046 | 8.9% | |
| 1 | 18353 | 8.1% | |
| 9 | 15344 | 6.8% | |
| 6 | 14038 | 6.2% | |
| 3 | 9890 | 4.4% | |
| . | 4678 | 2.1% | |
| V | 1267 | 0.6% | |
| E | 523 | 0.2% | |
| ? | 241 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 219324 | 97.0% | |
| Other Punctuation | 4919 | 2.2% | |
| Uppercase Letter | 1790 | 0.8% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 35970 | 16.4% | |
| 2 | 34893 | 15.9% | |
| 5 | 26825 | 12.2% | |
| 0 | 23855 | 10.9% | |
| 8 | 20110 | 9.2% | |
| 7 | 20046 | 9.1% | |
| 1 | 18353 | 8.4% | |
| 9 | 15344 | 7.0% | |
| 6 | 14038 | 6.4% | |
| 3 | 9890 | 4.5% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 4678 | 95.1% | |
| ? | 241 | 4.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| V | 1267 | 70.8% | |
| E | 523 | 29.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 224243 | 99.2% | |
| Latin | 1790 | 0.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 35970 | 16.0% | |
| 2 | 34893 | 15.6% | |
| 5 | 26825 | 12.0% | |
| 0 | 23855 | 10.6% | |
| 8 | 20110 | 9.0% | |
| 7 | 20046 | 8.9% | |
| 1 | 18353 | 8.2% | |
| 9 | 15344 | 6.8% | |
| 6 | 14038 | 6.3% | |
| 3 | 9890 | 4.4% | |
| . | 4678 | 2.1% | |
| ? | 241 | 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| V | 1267 | 70.8% | |
| E | 523 | 29.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 226033 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 4 | 35970 | 15.9% | |
| 2 | 34893 | 15.4% | |
| 5 | 26825 | 11.9% | |
| 0 | 23855 | 10.6% | |
| 8 | 20110 | 8.9% | |
| 7 | 20046 | 8.9% | |
| 1 | 18353 | 8.1% | |
| 9 | 15344 | 6.8% | |
| 6 | 14038 | 6.2% | |
| 3 | 9890 | 4.4% | |
| . | 4678 | 2.1% | |
| V | 1267 | 0.6% | |
| E | 523 | 0.2% | |
| ? | 241 | 0.1% |
| Distinct | 748 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 250 | |
|---|---|
| 401 | |
| 276 | 3639 |
| 428 | 3237 |
| 427 | 2780 |
| Other values (743) |
| Value | Count | Frequency (%) | |
| 250 | 8130 | 11.4% | |
| 401 | 5841 | 8.2% | |
| 276 | 3639 | 5.1% | |
| 428 | 3237 | 4.5% | |
| 427 | 2780 | 3.9% | |
| 414 | 2574 | 3.6% | |
| 496 | 1795 | 2.5% | |
| 403 | 1660 | 2.3% | |
| 272 | 1399 | 2.0% | |
| 585 | 1388 | 1.9% | |
| 599 | 1363 | 1.9% | |
| V45 | 988 | 1.4% | |
| ? | 982 | 1.4% | |
| 250.02 | 969 | 1.4% | |
| 707 | 951 | 1.3% | |
| 780 | 911 | 1.3% | |
| 285 | 838 | 1.2% | |
| 425 | 789 | 1.1% | |
| 424 | 747 | 1.0% | |
| 250.6 | 732 | 1.0% | |
| 584 | 676 | 0.9% | |
| 250.01 | 649 | 0.9% | |
| 305 | 642 | 0.9% | |
| 682 | 631 | 0.9% | |
| 518 | 608 | 0.9% | |
| Other values (723) | 26493 | 37.1% |
Frequencies of value counts
Unique
| Unique | 121 ? |
|---|---|
| Unique (%) | 0.2% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.111759928 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 36074 | 16.2% | |
| 4 | 34458 | 15.5% | |
| 5 | 28934 | 13.0% | |
| 0 | 27937 | 12.6% | |
| 7 | 18622 | 8.4% | |
| 1 | 17330 | 7.8% | |
| 8 | 16710 | 7.5% | |
| 9 | 12140 | 5.5% | |
| 6 | 11514 | 5.2% | |
| 3 | 10024 | 4.5% | |
| . | 3917 | 1.8% | |
| V | 2705 | 1.2% | |
| ? | 982 | 0.4% | |
| E | 870 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 213743 | 96.2% | |
| Other Punctuation | 4899 | 2.2% | |
| Uppercase Letter | 3575 | 1.6% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 36074 | 16.9% | |
| 4 | 34458 | 16.1% | |
| 5 | 28934 | 13.5% | |
| 0 | 27937 | 13.1% | |
| 7 | 18622 | 8.7% | |
| 1 | 17330 | 8.1% | |
| 8 | 16710 | 7.8% | |
| 9 | 12140 | 5.7% | |
| 6 | 11514 | 5.4% | |
| 3 | 10024 | 4.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| V | 2705 | 75.7% | |
| E | 870 | 24.3% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 3917 | 80.0% | |
| ? | 982 | 20.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 218642 | 98.4% | |
| Latin | 3575 | 1.6% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 36074 | 16.5% | |
| 4 | 34458 | 15.8% | |
| 5 | 28934 | 13.2% | |
| 0 | 27937 | 12.8% | |
| 7 | 18622 | 8.5% | |
| 1 | 17330 | 7.9% | |
| 8 | 16710 | 7.6% | |
| 9 | 12140 | 5.6% | |
| 6 | 11514 | 5.3% | |
| 3 | 10024 | 4.6% | |
| . | 3917 | 1.8% | |
| ? | 982 | 0.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| V | 2705 | 75.7% | |
| E | 870 | 24.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 222217 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 36074 | 16.2% | |
| 4 | 34458 | 15.5% | |
| 5 | 28934 | 13.0% | |
| 0 | 27937 | 12.6% | |
| 7 | 18622 | 8.4% | |
| 1 | 17330 | 7.8% | |
| 8 | 16710 | 7.5% | |
| 9 | 12140 | 5.5% | |
| 6 | 11514 | 5.2% | |
| 3 | 10024 | 4.5% | |
| . | 3917 | 1.8% | |
| V | 2705 | 1.2% | |
| ? | 982 | 0.4% | |
| E | 870 | 0.4% |
number_diagnoses
Real number (ℝ≥0)
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.429157565 |
|---|---|
| Minimum | 1 |
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.933391854 |
|---|---|
| Coefficient of variation (CV) | 0.2602437541 |
| Kurtosis | -0.05462390936 |
| Mean | 7.429157565 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.8699717887 |
| Sum | 530531 |
| Variance | 3.738004063 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) | |
| 9 | 34824 | 48.8% | |
| 5 | 7986 | 11.2% | |
| 8 | 7428 | 10.4% | |
| 7 | 7260 | 10.2% | |
| 6 | 7106 | 10.0% | |
| 4 | 3878 | 5.4% | |
| 3 | 1973 | 2.8% | |
| 2 | 716 | 1.0% | |
| 1 | 146 | 0.2% | |
| 16 | 37 | 0.1% | |
| 10 | 14 | < 0.1% | |
| 13 | 13 | < 0.1% | |
| 12 | 9 | < 0.1% | |
| 11 | 9 | < 0.1% | |
| 14 | 7 | < 0.1% | |
| 15 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 146 | 0.2% | |
| 2 | 716 | 1.0% | |
| 3 | 1973 | 2.8% | |
| 4 | 3878 | 5.4% | |
| 5 | 7986 | 11.2% | |
| 6 | 7106 | 10.0% | |
| 7 | 7260 | 10.2% | |
| 8 | 7428 | 10.4% | |
| 9 | 34824 | 48.8% | |
| 10 | 14 | < 0.1% |
| Value | Count | Frequency (%) | |
| 16 | 37 | 0.1% | |
| 15 | 6 | < 0.1% | |
| 14 | 7 | < 0.1% | |
| 13 | 13 | < 0.1% | |
| 12 | 9 | < 0.1% | |
| 11 | 9 | < 0.1% | |
| 10 | 14 | < 0.1% | |
| 9 | 34824 | 48.8% | |
| 8 | 7428 | 10.4% | |
| 7 | 7260 | 10.2% |
max_glu_serum
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| None | |
|---|---|
| Norm | 1832 |
| >200 | 1012 |
| >300 | 897 |
| Value | Count | Frequency (%) | |
| None | 67671 | 94.8% | |
| Norm | 1832 | 2.6% | |
| >200 | 1012 | 1.4% | |
| >300 | 897 | 1.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 69503 | 24.3% | |
| o | 69503 | 24.3% | |
| n | 67671 | 23.7% | |
| e | 67671 | 23.7% | |
| 0 | 3818 | 1.3% | |
| > | 1909 | 0.7% | |
| r | 1832 | 0.6% | |
| m | 1832 | 0.6% | |
| 2 | 1012 | 0.4% | |
| 3 | 897 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 208509 | 73.0% | |
| Uppercase Letter | 69503 | 24.3% | |
| Decimal Number | 5727 | 2.0% | |
| Math Symbol | 1909 | 0.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 69503 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 69503 | 33.3% | |
| n | 67671 | 32.5% | |
| e | 67671 | 32.5% | |
| r | 1832 | 0.9% | |
| m | 1832 | 0.9% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| > | 1909 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 3818 | 66.7% | |
| 2 | 1012 | 17.7% | |
| 3 | 897 | 15.7% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 278012 | 97.3% | |
| Common | 7636 | 2.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 69503 | 25.0% | |
| o | 69503 | 25.0% | |
| n | 67671 | 24.3% | |
| e | 67671 | 24.3% | |
| r | 1832 | 0.7% | |
| m | 1832 | 0.7% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 3818 | 50.0% | |
| > | 1909 | 25.0% | |
| 2 | 1012 | 13.3% | |
| 3 | 897 | 11.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 285648 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 69503 | 24.3% | |
| o | 69503 | 24.3% | |
| n | 67671 | 23.7% | |
| e | 67671 | 23.7% | |
| 0 | 3818 | 1.3% | |
| > | 1909 | 0.7% | |
| r | 1832 | 0.6% | |
| m | 1832 | 0.6% | |
| 2 | 1012 | 0.4% | |
| 3 | 897 | 0.3% |
A1Cresult
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| None | |
|---|---|
| >8 | 5766 |
| Norm | 3503 |
| >7 | 2675 |
| Value | Count | Frequency (%) | |
| None | 59468 | 83.3% | |
| >8 | 5766 | 8.1% | |
| Norm | 3503 | 4.9% | |
| >7 | 2675 | 3.7% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.763597155 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 62971 | 23.4% | |
| o | 62971 | 23.4% | |
| n | 59468 | 22.1% | |
| e | 59468 | 22.1% | |
| > | 8441 | 3.1% | |
| 8 | 5766 | 2.1% | |
| r | 3503 | 1.3% | |
| m | 3503 | 1.3% | |
| 7 | 2675 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 188913 | 70.3% | |
| Uppercase Letter | 62971 | 23.4% | |
| Math Symbol | 8441 | 3.1% | |
| Decimal Number | 8441 | 3.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 62971 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 62971 | 33.3% | |
| n | 59468 | 31.5% | |
| e | 59468 | 31.5% | |
| r | 3503 | 1.9% | |
| m | 3503 | 1.9% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| > | 8441 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 8 | 5766 | 68.3% | |
| 7 | 2675 | 31.7% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 251884 | 93.7% | |
| Common | 16882 | 6.3% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 62971 | 25.0% | |
| o | 62971 | 25.0% | |
| n | 59468 | 23.6% | |
| e | 59468 | 23.6% | |
| r | 3503 | 1.4% | |
| m | 3503 | 1.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| > | 8441 | 50.0% | |
| 8 | 5766 | 34.2% | |
| 7 | 2675 | 15.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 268766 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 62971 | 23.4% | |
| o | 62971 | 23.4% | |
| n | 59468 | 22.1% | |
| e | 59468 | 22.1% | |
| > | 8441 | 3.1% | |
| 8 | 5766 | 2.1% | |
| r | 3503 | 1.3% | |
| m | 3503 | 1.3% | |
| 7 | 2675 | 1.0% |
metformin
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | |
| Up | 754 |
| Down | 378 |
| Value | Count | Frequency (%) | |
| No | 57341 | 80.3% | |
| Steady | 12939 | 18.1% | |
| Up | 754 | 1.1% | |
| Down | 378 | 0.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.735338599 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 57719 | 29.5% | |
| N | 57341 | 29.4% | |
| S | 12939 | 6.6% | |
| t | 12939 | 6.6% | |
| e | 12939 | 6.6% | |
| a | 12939 | 6.6% | |
| d | 12939 | 6.6% | |
| y | 12939 | 6.6% | |
| U | 754 | 0.4% | |
| p | 754 | 0.4% | |
| D | 378 | 0.2% | |
| w | 378 | 0.2% | |
| n | 378 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 123924 | 63.4% | |
| Uppercase Letter | 71412 | 36.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 57341 | 80.3% | |
| S | 12939 | 18.1% | |
| U | 754 | 1.1% | |
| D | 378 | 0.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 57719 | 46.6% | |
| t | 12939 | 10.4% | |
| e | 12939 | 10.4% | |
| a | 12939 | 10.4% | |
| d | 12939 | 10.4% | |
| y | 12939 | 10.4% | |
| p | 754 | 0.6% | |
| w | 378 | 0.3% | |
| n | 378 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 195336 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 57719 | 29.5% | |
| N | 57341 | 29.4% | |
| S | 12939 | 6.6% | |
| t | 12939 | 6.6% | |
| e | 12939 | 6.6% | |
| a | 12939 | 6.6% | |
| d | 12939 | 6.6% | |
| y | 12939 | 6.6% | |
| U | 754 | 0.4% | |
| p | 754 | 0.4% | |
| D | 378 | 0.2% | |
| w | 378 | 0.2% | |
| n | 378 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 195336 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 57719 | 29.5% | |
| N | 57341 | 29.4% | |
| S | 12939 | 6.6% | |
| t | 12939 | 6.6% | |
| e | 12939 | 6.6% | |
| a | 12939 | 6.6% | |
| d | 12939 | 6.6% | |
| y | 12939 | 6.6% | |
| U | 754 | 0.4% | |
| p | 754 | 0.4% | |
| D | 378 | 0.2% | |
| w | 378 | 0.2% | |
| n | 378 | 0.2% |
repaglinide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 931 |
| Up | 73 |
| Down | 35 |
| Value | Count | Frequency (%) | |
| No | 70373 | 98.5% | |
| Steady | 931 | 1.3% | |
| Up | 73 | 0.1% | |
| Down | 35 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.053128326 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 70408 | 48.0% | |
| N | 70373 | 48.0% | |
| S | 931 | 0.6% | |
| t | 931 | 0.6% | |
| e | 931 | 0.6% | |
| a | 931 | 0.6% | |
| d | 931 | 0.6% | |
| y | 931 | 0.6% | |
| U | 73 | < 0.1% | |
| p | 73 | < 0.1% | |
| D | 35 | < 0.1% | |
| w | 35 | < 0.1% | |
| n | 35 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 75206 | 51.3% | |
| Uppercase Letter | 71412 | 48.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 70373 | 98.5% | |
| S | 931 | 1.3% | |
| U | 73 | 0.1% | |
| D | 35 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 70408 | 93.6% | |
| t | 931 | 1.2% | |
| e | 931 | 1.2% | |
| a | 931 | 1.2% | |
| d | 931 | 1.2% | |
| y | 931 | 1.2% | |
| p | 73 | 0.1% | |
| w | 35 | < 0.1% | |
| n | 35 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 146618 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 70408 | 48.0% | |
| N | 70373 | 48.0% | |
| S | 931 | 0.6% | |
| t | 931 | 0.6% | |
| e | 931 | 0.6% | |
| a | 931 | 0.6% | |
| d | 931 | 0.6% | |
| y | 931 | 0.6% | |
| U | 73 | < 0.1% | |
| p | 73 | < 0.1% | |
| D | 35 | < 0.1% | |
| w | 35 | < 0.1% | |
| n | 35 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 146618 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 70408 | 48.0% | |
| N | 70373 | 48.0% | |
| S | 931 | 0.6% | |
| t | 931 | 0.6% | |
| e | 931 | 0.6% | |
| a | 931 | 0.6% | |
| d | 931 | 0.6% | |
| y | 931 | 0.6% | |
| U | 73 | < 0.1% | |
| p | 73 | < 0.1% | |
| D | 35 | < 0.1% | |
| w | 35 | < 0.1% | |
| n | 35 | < 0.1% |
nateglinide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 484 |
| Up | 19 |
| Down | 9 |
| Value | Count | Frequency (%) | |
| No | 70900 | 99.3% | |
| Steady | 484 | 0.7% | |
| Up | 19 | < 0.1% | |
| Down | 9 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.027362348 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 70909 | 49.0% | |
| N | 70900 | 49.0% | |
| S | 484 | 0.3% | |
| t | 484 | 0.3% | |
| e | 484 | 0.3% | |
| a | 484 | 0.3% | |
| d | 484 | 0.3% | |
| y | 484 | 0.3% | |
| U | 19 | < 0.1% | |
| p | 19 | < 0.1% | |
| D | 9 | < 0.1% | |
| w | 9 | < 0.1% | |
| n | 9 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 73366 | 50.7% | |
| Uppercase Letter | 71412 | 49.3% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 70900 | 99.3% | |
| S | 484 | 0.7% | |
| U | 19 | < 0.1% | |
| D | 9 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 70909 | 96.7% | |
| t | 484 | 0.7% | |
| e | 484 | 0.7% | |
| a | 484 | 0.7% | |
| d | 484 | 0.7% | |
| y | 484 | 0.7% | |
| p | 19 | < 0.1% | |
| w | 9 | < 0.1% | |
| n | 9 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 144778 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 70909 | 49.0% | |
| N | 70900 | 49.0% | |
| S | 484 | 0.3% | |
| t | 484 | 0.3% | |
| e | 484 | 0.3% | |
| a | 484 | 0.3% | |
| d | 484 | 0.3% | |
| y | 484 | 0.3% | |
| U | 19 | < 0.1% | |
| p | 19 | < 0.1% | |
| D | 9 | < 0.1% | |
| w | 9 | < 0.1% | |
| n | 9 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 144778 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 70909 | 49.0% | |
| N | 70900 | 49.0% | |
| S | 484 | 0.3% | |
| t | 484 | 0.3% | |
| e | 484 | 0.3% | |
| a | 484 | 0.3% | |
| d | 484 | 0.3% | |
| y | 484 | 0.3% | |
| U | 19 | < 0.1% | |
| p | 19 | < 0.1% | |
| D | 9 | < 0.1% | |
| w | 9 | < 0.1% | |
| n | 9 | < 0.1% |
chlorpropamide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 50 |
| Up | 4 |
| Down | 1 |
| Value | Count | Frequency (%) | |
| No | 71357 | 99.9% | |
| Steady | 50 | 0.1% | |
| Up | 4 | < 0.1% | |
| Down | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.002828656 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 71358 | 49.9% | |
| N | 71357 | 49.9% | |
| S | 50 | < 0.1% | |
| t | 50 | < 0.1% | |
| e | 50 | < 0.1% | |
| a | 50 | < 0.1% | |
| d | 50 | < 0.1% | |
| y | 50 | < 0.1% | |
| U | 4 | < 0.1% | |
| p | 4 | < 0.1% | |
| D | 1 | < 0.1% | |
| w | 1 | < 0.1% | |
| n | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71614 | 50.1% | |
| Uppercase Letter | 71412 | 49.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71357 | 99.9% | |
| S | 50 | 0.1% | |
| U | 4 | < 0.1% | |
| D | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71358 | 99.6% | |
| t | 50 | 0.1% | |
| e | 50 | 0.1% | |
| a | 50 | 0.1% | |
| d | 50 | 0.1% | |
| y | 50 | 0.1% | |
| p | 4 | < 0.1% | |
| w | 1 | < 0.1% | |
| n | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 143026 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 71358 | 49.9% | |
| N | 71357 | 49.9% | |
| S | 50 | < 0.1% | |
| t | 50 | < 0.1% | |
| e | 50 | < 0.1% | |
| a | 50 | < 0.1% | |
| d | 50 | < 0.1% | |
| y | 50 | < 0.1% | |
| U | 4 | < 0.1% | |
| p | 4 | < 0.1% | |
| D | 1 | < 0.1% | |
| w | 1 | < 0.1% | |
| n | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 143026 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 71358 | 49.9% | |
| N | 71357 | 49.9% | |
| S | 50 | < 0.1% | |
| t | 50 | < 0.1% | |
| e | 50 | < 0.1% | |
| a | 50 | < 0.1% | |
| d | 50 | < 0.1% | |
| y | 50 | < 0.1% | |
| U | 4 | < 0.1% | |
| p | 4 | < 0.1% | |
| D | 1 | < 0.1% | |
| w | 1 | < 0.1% | |
| n | 1 | < 0.1% |
glimepiride
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 3251 |
| Up | 219 |
| Down | 132 |
| Value | Count | Frequency (%) | |
| No | 67810 | 95.0% | |
| Steady | 3251 | 4.6% | |
| Up | 219 | 0.3% | |
| Down | 132 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.185795104 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 67942 | 43.5% | |
| N | 67810 | 43.4% | |
| S | 3251 | 2.1% | |
| t | 3251 | 2.1% | |
| e | 3251 | 2.1% | |
| a | 3251 | 2.1% | |
| d | 3251 | 2.1% | |
| y | 3251 | 2.1% | |
| U | 219 | 0.1% | |
| p | 219 | 0.1% | |
| D | 132 | 0.1% | |
| w | 132 | 0.1% | |
| n | 132 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 84680 | 54.3% | |
| Uppercase Letter | 71412 | 45.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 67810 | 95.0% | |
| S | 3251 | 4.6% | |
| U | 219 | 0.3% | |
| D | 132 | 0.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 67942 | 80.2% | |
| t | 3251 | 3.8% | |
| e | 3251 | 3.8% | |
| a | 3251 | 3.8% | |
| d | 3251 | 3.8% | |
| y | 3251 | 3.8% | |
| p | 219 | 0.3% | |
| w | 132 | 0.2% | |
| n | 132 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 156092 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 67942 | 43.5% | |
| N | 67810 | 43.4% | |
| S | 3251 | 2.1% | |
| t | 3251 | 2.1% | |
| e | 3251 | 2.1% | |
| a | 3251 | 2.1% | |
| d | 3251 | 2.1% | |
| y | 3251 | 2.1% | |
| U | 219 | 0.1% | |
| p | 219 | 0.1% | |
| D | 132 | 0.1% | |
| w | 132 | 0.1% | |
| n | 132 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 156092 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 67942 | 43.5% | |
| N | 67810 | 43.4% | |
| S | 3251 | 2.1% | |
| t | 3251 | 2.1% | |
| e | 3251 | 2.1% | |
| a | 3251 | 2.1% | |
| d | 3251 | 2.1% | |
| y | 3251 | 2.1% | |
| U | 219 | 0.1% | |
| p | 219 | 0.1% | |
| D | 132 | 0.1% | |
| w | 132 | 0.1% | |
| n | 132 | 0.1% |
acetohexamide
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 1 |
| Value | Count | Frequency (%) | |
| No | 71411 | > 99.9% | |
| Steady | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000056013 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71411 | 50.0% | |
| o | 71411 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71416 | 50.0% | |
| Uppercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71411 | > 99.9% | |
| S | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71411 | > 99.9% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142828 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71411 | 50.0% | |
| o | 71411 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142828 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71411 | 50.0% | |
| o | 71411 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
glipizide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | |
| Up | 525 |
| Down | 384 |
| Value | Count | Frequency (%) | |
| No | 62511 | 87.5% | |
| Steady | 7992 | 11.2% | |
| Up | 525 | 0.7% | |
| Down | 384 | 0.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.458410351 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 62895 | 35.8% | |
| N | 62511 | 35.6% | |
| S | 7992 | 4.6% | |
| t | 7992 | 4.6% | |
| e | 7992 | 4.6% | |
| a | 7992 | 4.6% | |
| d | 7992 | 4.6% | |
| y | 7992 | 4.6% | |
| U | 525 | 0.3% | |
| p | 525 | 0.3% | |
| D | 384 | 0.2% | |
| w | 384 | 0.2% | |
| n | 384 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 104148 | 59.3% | |
| Uppercase Letter | 71412 | 40.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 62511 | 87.5% | |
| S | 7992 | 11.2% | |
| U | 525 | 0.7% | |
| D | 384 | 0.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 62895 | 60.4% | |
| t | 7992 | 7.7% | |
| e | 7992 | 7.7% | |
| a | 7992 | 7.7% | |
| d | 7992 | 7.7% | |
| y | 7992 | 7.7% | |
| p | 525 | 0.5% | |
| w | 384 | 0.4% | |
| n | 384 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 175560 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 62895 | 35.8% | |
| N | 62511 | 35.6% | |
| S | 7992 | 4.6% | |
| t | 7992 | 4.6% | |
| e | 7992 | 4.6% | |
| a | 7992 | 4.6% | |
| d | 7992 | 4.6% | |
| y | 7992 | 4.6% | |
| U | 525 | 0.3% | |
| p | 525 | 0.3% | |
| D | 384 | 0.2% | |
| w | 384 | 0.2% | |
| n | 384 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 175560 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 62895 | 35.8% | |
| N | 62511 | 35.6% | |
| S | 7992 | 4.6% | |
| t | 7992 | 4.6% | |
| e | 7992 | 4.6% | |
| a | 7992 | 4.6% | |
| d | 7992 | 4.6% | |
| y | 7992 | 4.6% | |
| U | 525 | 0.3% | |
| p | 525 | 0.3% | |
| D | 384 | 0.2% | |
| w | 384 | 0.2% | |
| n | 384 | 0.2% |
glyburide
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | |
| Up | 566 |
| Down | 374 |
| Value | Count | Frequency (%) | |
| No | 63956 | 89.6% | |
| Steady | 6516 | 9.1% | |
| Up | 566 | 0.8% | |
| Down | 374 | 0.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.375455106 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 64330 | 37.9% | |
| N | 63956 | 37.7% | |
| S | 6516 | 3.8% | |
| t | 6516 | 3.8% | |
| e | 6516 | 3.8% | |
| a | 6516 | 3.8% | |
| d | 6516 | 3.8% | |
| y | 6516 | 3.8% | |
| U | 566 | 0.3% | |
| p | 566 | 0.3% | |
| D | 374 | 0.2% | |
| w | 374 | 0.2% | |
| n | 374 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 98224 | 57.9% | |
| Uppercase Letter | 71412 | 42.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 63956 | 89.6% | |
| S | 6516 | 9.1% | |
| U | 566 | 0.8% | |
| D | 374 | 0.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 64330 | 65.5% | |
| t | 6516 | 6.6% | |
| e | 6516 | 6.6% | |
| a | 6516 | 6.6% | |
| d | 6516 | 6.6% | |
| y | 6516 | 6.6% | |
| p | 566 | 0.6% | |
| w | 374 | 0.4% | |
| n | 374 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 169636 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 64330 | 37.9% | |
| N | 63956 | 37.7% | |
| S | 6516 | 3.8% | |
| t | 6516 | 3.8% | |
| e | 6516 | 3.8% | |
| a | 6516 | 3.8% | |
| d | 6516 | 3.8% | |
| y | 6516 | 3.8% | |
| U | 566 | 0.3% | |
| p | 566 | 0.3% | |
| D | 374 | 0.2% | |
| w | 374 | 0.2% | |
| n | 374 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 169636 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 64330 | 37.9% | |
| N | 63956 | 37.7% | |
| S | 6516 | 3.8% | |
| t | 6516 | 3.8% | |
| e | 6516 | 3.8% | |
| a | 6516 | 3.8% | |
| d | 6516 | 3.8% | |
| y | 6516 | 3.8% | |
| U | 566 | 0.3% | |
| p | 566 | 0.3% | |
| D | 374 | 0.2% | |
| w | 374 | 0.2% | |
| n | 374 | 0.2% |
tolbutamide
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 13 |
| Value | Count | Frequency (%) | |
| No | 71399 | > 99.9% | |
| Steady | 13 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000728169 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71399 | 50.0% | |
| o | 71399 | 50.0% | |
| S | 13 | < 0.1% | |
| t | 13 | < 0.1% | |
| e | 13 | < 0.1% | |
| a | 13 | < 0.1% | |
| d | 13 | < 0.1% | |
| y | 13 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71464 | 50.0% | |
| Uppercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71399 | > 99.9% | |
| S | 13 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71399 | 99.9% | |
| t | 13 | < 0.1% | |
| e | 13 | < 0.1% | |
| a | 13 | < 0.1% | |
| d | 13 | < 0.1% | |
| y | 13 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142876 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71399 | 50.0% | |
| o | 71399 | 50.0% | |
| S | 13 | < 0.1% | |
| t | 13 | < 0.1% | |
| e | 13 | < 0.1% | |
| a | 13 | < 0.1% | |
| d | 13 | < 0.1% | |
| y | 13 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142876 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71399 | 50.0% | |
| o | 71399 | 50.0% | |
| S | 13 | < 0.1% | |
| t | 13 | < 0.1% | |
| e | 13 | < 0.1% | |
| a | 13 | < 0.1% | |
| d | 13 | < 0.1% | |
| y | 13 | < 0.1% |
pioglitazone
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 4826 |
| Up | 154 |
| Down | 78 |
| Value | Count | Frequency (%) | |
| No | 66354 | 92.9% | |
| Steady | 4826 | 6.8% | |
| Up | 154 | 0.2% | |
| Down | 78 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.272503221 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 66432 | 40.9% | |
| N | 66354 | 40.9% | |
| S | 4826 | 3.0% | |
| t | 4826 | 3.0% | |
| e | 4826 | 3.0% | |
| a | 4826 | 3.0% | |
| d | 4826 | 3.0% | |
| y | 4826 | 3.0% | |
| U | 154 | 0.1% | |
| p | 154 | 0.1% | |
| D | 78 | < 0.1% | |
| w | 78 | < 0.1% | |
| n | 78 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 90872 | 56.0% | |
| Uppercase Letter | 71412 | 44.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 66354 | 92.9% | |
| S | 4826 | 6.8% | |
| U | 154 | 0.2% | |
| D | 78 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 66432 | 73.1% | |
| t | 4826 | 5.3% | |
| e | 4826 | 5.3% | |
| a | 4826 | 5.3% | |
| d | 4826 | 5.3% | |
| y | 4826 | 5.3% | |
| p | 154 | 0.2% | |
| w | 78 | 0.1% | |
| n | 78 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 162284 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 66432 | 40.9% | |
| N | 66354 | 40.9% | |
| S | 4826 | 3.0% | |
| t | 4826 | 3.0% | |
| e | 4826 | 3.0% | |
| a | 4826 | 3.0% | |
| d | 4826 | 3.0% | |
| y | 4826 | 3.0% | |
| U | 154 | 0.1% | |
| p | 154 | 0.1% | |
| D | 78 | < 0.1% | |
| w | 78 | < 0.1% | |
| n | 78 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 162284 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 66432 | 40.9% | |
| N | 66354 | 40.9% | |
| S | 4826 | 3.0% | |
| t | 4826 | 3.0% | |
| e | 4826 | 3.0% | |
| a | 4826 | 3.0% | |
| d | 4826 | 3.0% | |
| y | 4826 | 3.0% | |
| U | 154 | 0.1% | |
| p | 154 | 0.1% | |
| D | 78 | < 0.1% | |
| w | 78 | < 0.1% | |
| n | 78 | < 0.1% |
rosiglitazone
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 4241 |
| Up | 124 |
| Down | 60 |
| Value | Count | Frequency (%) | |
| No | 66987 | 93.8% | |
| Steady | 4241 | 5.9% | |
| Up | 124 | 0.2% | |
| Down | 60 | 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.239231502 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 67047 | 41.9% | |
| N | 66987 | 41.9% | |
| S | 4241 | 2.7% | |
| t | 4241 | 2.7% | |
| e | 4241 | 2.7% | |
| a | 4241 | 2.7% | |
| d | 4241 | 2.7% | |
| y | 4241 | 2.7% | |
| U | 124 | 0.1% | |
| p | 124 | 0.1% | |
| D | 60 | < 0.1% | |
| w | 60 | < 0.1% | |
| n | 60 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 88496 | 55.3% | |
| Uppercase Letter | 71412 | 44.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 66987 | 93.8% | |
| S | 4241 | 5.9% | |
| U | 124 | 0.2% | |
| D | 60 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 67047 | 75.8% | |
| t | 4241 | 4.8% | |
| e | 4241 | 4.8% | |
| a | 4241 | 4.8% | |
| d | 4241 | 4.8% | |
| y | 4241 | 4.8% | |
| p | 124 | 0.1% | |
| w | 60 | 0.1% | |
| n | 60 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 159908 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 67047 | 41.9% | |
| N | 66987 | 41.9% | |
| S | 4241 | 2.7% | |
| t | 4241 | 2.7% | |
| e | 4241 | 2.7% | |
| a | 4241 | 2.7% | |
| d | 4241 | 2.7% | |
| y | 4241 | 2.7% | |
| U | 124 | 0.1% | |
| p | 124 | 0.1% | |
| D | 60 | < 0.1% | |
| w | 60 | < 0.1% | |
| n | 60 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 159908 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 67047 | 41.9% | |
| N | 66987 | 41.9% | |
| S | 4241 | 2.7% | |
| t | 4241 | 2.7% | |
| e | 4241 | 2.7% | |
| a | 4241 | 2.7% | |
| d | 4241 | 2.7% | |
| y | 4241 | 2.7% | |
| U | 124 | 0.1% | |
| p | 124 | 0.1% | |
| D | 60 | < 0.1% | |
| w | 60 | < 0.1% | |
| n | 60 | < 0.1% |
acarbose
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 201 |
| Up | 7 |
| Down | 2 |
| Value | Count | Frequency (%) | |
| No | 71202 | 99.7% | |
| Steady | 201 | 0.3% | |
| Up | 7 | < 0.1% | |
| Down | 2 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.011314625 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 71204 | 49.6% | |
| N | 71202 | 49.6% | |
| S | 201 | 0.1% | |
| t | 201 | 0.1% | |
| e | 201 | 0.1% | |
| a | 201 | 0.1% | |
| d | 201 | 0.1% | |
| y | 201 | 0.1% | |
| U | 7 | < 0.1% | |
| p | 7 | < 0.1% | |
| D | 2 | < 0.1% | |
| w | 2 | < 0.1% | |
| n | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 72220 | 50.3% | |
| Uppercase Letter | 71412 | 49.7% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71202 | 99.7% | |
| S | 201 | 0.3% | |
| U | 7 | < 0.1% | |
| D | 2 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71204 | 98.6% | |
| t | 201 | 0.3% | |
| e | 201 | 0.3% | |
| a | 201 | 0.3% | |
| d | 201 | 0.3% | |
| y | 201 | 0.3% | |
| p | 7 | < 0.1% | |
| w | 2 | < 0.1% | |
| n | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 143632 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 71204 | 49.6% | |
| N | 71202 | 49.6% | |
| S | 201 | 0.1% | |
| t | 201 | 0.1% | |
| e | 201 | 0.1% | |
| a | 201 | 0.1% | |
| d | 201 | 0.1% | |
| y | 201 | 0.1% | |
| U | 7 | < 0.1% | |
| p | 7 | < 0.1% | |
| D | 2 | < 0.1% | |
| w | 2 | < 0.1% | |
| n | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 143632 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 71204 | 49.6% | |
| N | 71202 | 49.6% | |
| S | 201 | 0.1% | |
| t | 201 | 0.1% | |
| e | 201 | 0.1% | |
| a | 201 | 0.1% | |
| d | 201 | 0.1% | |
| y | 201 | 0.1% | |
| U | 7 | < 0.1% | |
| p | 7 | < 0.1% | |
| D | 2 | < 0.1% | |
| w | 2 | < 0.1% | |
| n | 2 | < 0.1% |
miglitol
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 20 |
| Down | 5 |
| Up | 2 |
| Value | Count | Frequency (%) | |
| No | 71385 | > 99.9% | |
| Steady | 20 | < 0.1% | |
| Down | 5 | < 0.1% | |
| Up | 2 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.001260292 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 71390 | 50.0% | |
| N | 71385 | 49.9% | |
| S | 20 | < 0.1% | |
| t | 20 | < 0.1% | |
| e | 20 | < 0.1% | |
| a | 20 | < 0.1% | |
| d | 20 | < 0.1% | |
| y | 20 | < 0.1% | |
| D | 5 | < 0.1% | |
| w | 5 | < 0.1% | |
| n | 5 | < 0.1% | |
| U | 2 | < 0.1% | |
| p | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71502 | 50.0% | |
| Uppercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71385 | > 99.9% | |
| S | 20 | < 0.1% | |
| D | 5 | < 0.1% | |
| U | 2 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71390 | 99.8% | |
| t | 20 | < 0.1% | |
| e | 20 | < 0.1% | |
| a | 20 | < 0.1% | |
| d | 20 | < 0.1% | |
| y | 20 | < 0.1% | |
| w | 5 | < 0.1% | |
| n | 5 | < 0.1% | |
| p | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142914 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 71390 | 50.0% | |
| N | 71385 | 49.9% | |
| S | 20 | < 0.1% | |
| t | 20 | < 0.1% | |
| e | 20 | < 0.1% | |
| a | 20 | < 0.1% | |
| d | 20 | < 0.1% | |
| y | 20 | < 0.1% | |
| D | 5 | < 0.1% | |
| w | 5 | < 0.1% | |
| n | 5 | < 0.1% | |
| U | 2 | < 0.1% | |
| p | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142914 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 71390 | 50.0% | |
| N | 71385 | 49.9% | |
| S | 20 | < 0.1% | |
| t | 20 | < 0.1% | |
| e | 20 | < 0.1% | |
| a | 20 | < 0.1% | |
| d | 20 | < 0.1% | |
| y | 20 | < 0.1% | |
| D | 5 | < 0.1% | |
| w | 5 | < 0.1% | |
| n | 5 | < 0.1% | |
| U | 2 | < 0.1% | |
| p | 2 | < 0.1% |
troglitazone
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 2 |
| Value | Count | Frequency (%) | |
| No | 71410 | > 99.9% | |
| Steady | 2 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000112026 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71410 | 50.0% | |
| o | 71410 | 50.0% | |
| S | 2 | < 0.1% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71420 | 50.0% | |
| Uppercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71410 | > 99.9% | |
| S | 2 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71410 | > 99.9% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142832 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71410 | 50.0% | |
| o | 71410 | 50.0% | |
| S | 2 | < 0.1% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142832 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71410 | 50.0% | |
| o | 71410 | 50.0% | |
| S | 2 | < 0.1% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
tolazamide
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 26 |
| Up | 1 |
| Value | Count | Frequency (%) | |
| No | 71385 | > 99.9% | |
| Steady | 26 | < 0.1% | |
| Up | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.001456338 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71385 | 49.9% | |
| o | 71385 | 49.9% | |
| S | 26 | < 0.1% | |
| t | 26 | < 0.1% | |
| e | 26 | < 0.1% | |
| a | 26 | < 0.1% | |
| d | 26 | < 0.1% | |
| y | 26 | < 0.1% | |
| U | 1 | < 0.1% | |
| p | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71516 | 50.0% | |
| Uppercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71385 | > 99.9% | |
| S | 26 | < 0.1% | |
| U | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71385 | 99.8% | |
| t | 26 | < 0.1% | |
| e | 26 | < 0.1% | |
| a | 26 | < 0.1% | |
| d | 26 | < 0.1% | |
| y | 26 | < 0.1% | |
| p | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142928 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71385 | 49.9% | |
| o | 71385 | 49.9% | |
| S | 26 | < 0.1% | |
| t | 26 | < 0.1% | |
| e | 26 | < 0.1% | |
| a | 26 | < 0.1% | |
| d | 26 | < 0.1% | |
| y | 26 | < 0.1% | |
| U | 1 | < 0.1% | |
| p | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142928 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71385 | 49.9% | |
| o | 71385 | 49.9% | |
| S | 26 | < 0.1% | |
| t | 26 | < 0.1% | |
| e | 26 | < 0.1% | |
| a | 26 | < 0.1% | |
| d | 26 | < 0.1% | |
| y | 26 | < 0.1% | |
| U | 1 | < 0.1% | |
| p | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No |
|---|
| Value | Count | Frequency (%) | |
| No | 71412 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71412 | 50.0% | |
| o | 71412 | 50.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 71412 | 50.0% | |
| Lowercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71412 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71412 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142824 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71412 | 50.0% | |
| o | 71412 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142824 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71412 | 50.0% | |
| o | 71412 | 50.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No |
|---|
| Value | Count | Frequency (%) | |
| No | 71412 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71412 | 50.0% | |
| o | 71412 | 50.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 71412 | 50.0% | |
| Lowercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71412 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71412 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142824 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71412 | 50.0% | |
| o | 71412 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142824 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71412 | 50.0% | |
| o | 71412 | 50.0% |
insulin
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | |
| Down | |
| Up |
| Value | Count | Frequency (%) | |
| No | 33287 | 46.6% | |
| Steady | 21649 | 30.3% | |
| Down | 8518 | 11.9% | |
| Up | 7958 | 11.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 3.451184675 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 41805 | 17.0% | |
| N | 33287 | 13.5% | |
| S | 21649 | 8.8% | |
| t | 21649 | 8.8% | |
| e | 21649 | 8.8% | |
| a | 21649 | 8.8% | |
| d | 21649 | 8.8% | |
| y | 21649 | 8.8% | |
| D | 8518 | 3.5% | |
| w | 8518 | 3.5% | |
| n | 8518 | 3.5% | |
| U | 7958 | 3.2% | |
| p | 7958 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 175044 | 71.0% | |
| Uppercase Letter | 71412 | 29.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 33287 | 46.6% | |
| S | 21649 | 30.3% | |
| D | 8518 | 11.9% | |
| U | 7958 | 11.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 41805 | 23.9% | |
| t | 21649 | 12.4% | |
| e | 21649 | 12.4% | |
| a | 21649 | 12.4% | |
| d | 21649 | 12.4% | |
| y | 21649 | 12.4% | |
| w | 8518 | 4.9% | |
| n | 8518 | 4.9% | |
| p | 7958 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 246456 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 41805 | 17.0% | |
| N | 33287 | 13.5% | |
| S | 21649 | 8.8% | |
| t | 21649 | 8.8% | |
| e | 21649 | 8.8% | |
| a | 21649 | 8.8% | |
| d | 21649 | 8.8% | |
| y | 21649 | 8.8% | |
| D | 8518 | 3.5% | |
| w | 8518 | 3.5% | |
| n | 8518 | 3.5% | |
| U | 7958 | 3.2% | |
| p | 7958 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 246456 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 41805 | 17.0% | |
| N | 33287 | 13.5% | |
| S | 21649 | 8.8% | |
| t | 21649 | 8.8% | |
| e | 21649 | 8.8% | |
| a | 21649 | 8.8% | |
| d | 21649 | 8.8% | |
| y | 21649 | 8.8% | |
| D | 8518 | 3.5% | |
| w | 8518 | 3.5% | |
| n | 8518 | 3.5% | |
| U | 7958 | 3.2% | |
| p | 7958 | 3.2% |
glyburide.metformin
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 496 |
| Down | 4 |
| Up | 3 |
| Value | Count | Frequency (%) | |
| No | 70909 | 99.3% | |
| Steady | 496 | 0.7% | |
| Down | 4 | < 0.1% | |
| Up | 3 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.027894472 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 70913 | 49.0% | |
| N | 70909 | 49.0% | |
| S | 496 | 0.3% | |
| t | 496 | 0.3% | |
| e | 496 | 0.3% | |
| a | 496 | 0.3% | |
| d | 496 | 0.3% | |
| y | 496 | 0.3% | |
| D | 4 | < 0.1% | |
| w | 4 | < 0.1% | |
| n | 4 | < 0.1% | |
| U | 3 | < 0.1% | |
| p | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 73404 | 50.7% | |
| Uppercase Letter | 71412 | 49.3% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 70909 | 99.3% | |
| S | 496 | 0.7% | |
| D | 4 | < 0.1% | |
| U | 3 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 70913 | 96.6% | |
| t | 496 | 0.7% | |
| e | 496 | 0.7% | |
| a | 496 | 0.7% | |
| d | 496 | 0.7% | |
| y | 496 | 0.7% | |
| w | 4 | < 0.1% | |
| n | 4 | < 0.1% | |
| p | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 144816 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 70913 | 49.0% | |
| N | 70909 | 49.0% | |
| S | 496 | 0.3% | |
| t | 496 | 0.3% | |
| e | 496 | 0.3% | |
| a | 496 | 0.3% | |
| d | 496 | 0.3% | |
| y | 496 | 0.3% | |
| D | 4 | < 0.1% | |
| w | 4 | < 0.1% | |
| n | 4 | < 0.1% | |
| U | 3 | < 0.1% | |
| p | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 144816 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 70913 | 49.0% | |
| N | 70909 | 49.0% | |
| S | 496 | 0.3% | |
| t | 496 | 0.3% | |
| e | 496 | 0.3% | |
| a | 496 | 0.3% | |
| d | 496 | 0.3% | |
| y | 496 | 0.3% | |
| D | 4 | < 0.1% | |
| w | 4 | < 0.1% | |
| n | 4 | < 0.1% | |
| U | 3 | < 0.1% | |
| p | 3 | < 0.1% |
glipizide.metformin
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 8 |
| Value | Count | Frequency (%) | |
| No | 71404 | > 99.9% | |
| Steady | 8 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000448104 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71404 | 50.0% | |
| o | 71404 | 50.0% | |
| S | 8 | < 0.1% | |
| t | 8 | < 0.1% | |
| e | 8 | < 0.1% | |
| a | 8 | < 0.1% | |
| d | 8 | < 0.1% | |
| y | 8 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71444 | 50.0% | |
| Uppercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71404 | > 99.9% | |
| S | 8 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71404 | 99.9% | |
| t | 8 | < 0.1% | |
| e | 8 | < 0.1% | |
| a | 8 | < 0.1% | |
| d | 8 | < 0.1% | |
| y | 8 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142856 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71404 | 50.0% | |
| o | 71404 | 50.0% | |
| S | 8 | < 0.1% | |
| t | 8 | < 0.1% | |
| e | 8 | < 0.1% | |
| a | 8 | < 0.1% | |
| d | 8 | < 0.1% | |
| y | 8 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142856 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71404 | 50.0% | |
| o | 71404 | 50.0% | |
| S | 8 | < 0.1% | |
| t | 8 | < 0.1% | |
| e | 8 | < 0.1% | |
| a | 8 | < 0.1% | |
| d | 8 | < 0.1% | |
| y | 8 | < 0.1% |
glimepiride.pioglitazone
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 1 |
| Value | Count | Frequency (%) | |
| No | 71411 | > 99.9% | |
| Steady | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000056013 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71411 | 50.0% | |
| o | 71411 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71416 | 50.0% | |
| Uppercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71411 | > 99.9% | |
| S | 1 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71411 | > 99.9% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142828 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71411 | 50.0% | |
| o | 71411 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142828 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71411 | 50.0% | |
| o | 71411 | 50.0% | |
| S | 1 | < 0.1% | |
| t | 1 | < 0.1% | |
| e | 1 | < 0.1% | |
| a | 1 | < 0.1% | |
| d | 1 | < 0.1% | |
| y | 1 | < 0.1% |
metformin.rosiglitazone
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Steady | 2 |
| Value | Count | Frequency (%) | |
| No | 71410 | > 99.9% | |
| Steady | 2 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.000112026 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71410 | 50.0% | |
| o | 71410 | 50.0% | |
| S | 2 | < 0.1% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 71420 | 50.0% | |
| Uppercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71410 | > 99.9% | |
| S | 2 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71410 | > 99.9% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142832 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71410 | 50.0% | |
| o | 71410 | 50.0% | |
| S | 2 | < 0.1% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142832 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71410 | 50.0% | |
| o | 71410 | 50.0% | |
| S | 2 | < 0.1% | |
| t | 2 | < 0.1% | |
| e | 2 | < 0.1% | |
| a | 2 | < 0.1% | |
| d | 2 | < 0.1% | |
| y | 2 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No |
|---|
| Value | Count | Frequency (%) | |
| No | 71412 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 71412 | 50.0% | |
| o | 71412 | 50.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 71412 | 50.0% | |
| Lowercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 71412 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 71412 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142824 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 71412 | 50.0% | |
| o | 71412 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142824 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 71412 | 50.0% | |
| o | 71412 | 50.0% |
change
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| No | |
|---|---|
| Ch |
| Value | Count | Frequency (%) | |
| No | 38454 | 53.8% | |
| Ch | 32958 | 46.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 38454 | 26.9% | |
| o | 38454 | 26.9% | |
| C | 32958 | 23.1% | |
| h | 32958 | 23.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 71412 | 50.0% | |
| Lowercase Letter | 71412 | 50.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 38454 | 53.8% | |
| C | 32958 | 46.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 38454 | 53.8% | |
| h | 32958 | 46.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 142824 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 38454 | 26.9% | |
| o | 38454 | 26.9% | |
| C | 32958 | 23.1% | |
| h | 32958 | 23.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 142824 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 38454 | 26.9% | |
| o | 38454 | 26.9% | |
| C | 32958 | 23.1% | |
| h | 32958 | 23.1% |
diabetesMed
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| Yes | |
|---|---|
| No |
| Value | Count | Frequency (%) | |
| Yes | 54881 | 76.9% | |
| No | 16531 | 23.1% |
readmitted
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 38717 | 54.2% | |
| 1 | 32695 | 45.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| encounter_id | patient_nbr | race | gender | age | weight | admission_type_id | discharge_disposition_id | admission_source_id | time_in_hospital | payer_code | medical_specialty | num_lab_procedures | num_procedures | num_medications | number_outpatient | number_emergency | number_inpatient | diag_1 | diag_2 | diag_3 | number_diagnoses | max_glu_serum | A1Cresult | metformin | repaglinide | nateglinide | chlorpropamide | glimepiride | acetohexamide | glipizide | glyburide | tolbutamide | pioglitazone | rosiglitazone | acarbose | miglitol | troglitazone | tolazamide | examide | citoglipton | insulin | glyburide.metformin | glipizide.metformin | glimepiride.pioglitazone | metformin.rosiglitazone | metformin.pioglitazone | change | diabetesMed | readmitted | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | fJhqPACac8prwUTV2xZM | YJ7WL9Zla1 | Caucasian | Male | [50-60) | ? | 2 | 1 | 1 | 2 | HM | InternalMedicine | 45 | 1 | 16 | 0 | 0 | 0 | 682 | 250.02 | 272 | 4 | None | None | Steady | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | Down | No | No | No | No | No | Ch | Yes | 0 |
| 1 | GsK948ZDwEuPz1bWjaUr | 6ufFG9XZSG | AfricanAmerican | Female | [80-90) | ? | 2 | 3 | 1 | 6 | MC | InternalMedicine | 38 | 1 | 18 | 0 | 0 | 0 | 440 | 707 | 401 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Down | No | No | No | No | No | Ch | Yes | 1 |
| 2 | O6aFREdoTsIkXvKUicHp | eFb3zQ5MBg | Caucasian | Female | [50-60) | ? | 1 | 18 | 7 | 2 | ? | ? | 49 | 3 | 13 | 0 | 0 | 0 | 786 | 787 | 493 | 9 | None | None | Up | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Up | No | No | No | No | No | Ch | Yes | 0 |
| 3 | lEBuVAR4yWTwrfMJ8iHc | HY764xQjME | AfricanAmerican | Female | [60-70) | ? | 1 | 1 | 7 | 5 | HM | ? | 55 | 2 | 17 | 0 | 0 | 1 | 535 | 41 | 250 | 8 | None | None | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | Steady | No | No | No | No | No | Ch | Yes | 0 |
| 4 | ZwRDnkNMXFWTqvg9lxQY | Anl0DULFcR | Caucasian | Female | [70-80) | ? | 1 | 2 | 7 | 1 | ? | Cardiology | 42 | 0 | 10 | 0 | 0 | 0 | 426 | 428 | 427 | 8 | None | None | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Yes | 0 |
| 5 | QaOZYPdJE34niklH0G2N | 0219CHIn3Z | Caucasian | Female | [60-70) | ? | 1 | 1 | 7 | 3 | CP | Emergency/Trauma | 57 | 3 | 26 | 0 | 0 | 0 | 824 | 813 | 250 | 7 | None | None | Steady | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | Steady | No | No | No | No | No | Ch | Yes | 0 |
| 6 | iGcfVm9PrLhe4bKFzMZs | PRfWut2qgF | Caucasian | Male | [80-90) | ? | 1 | 1 | 7 | 1 | MC | ? | 37 | 0 | 8 | 0 | 0 | 0 | 428 | 425 | 401 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | 0 |
| 7 | UQBvR8W5xYT9e3urNFd0 | agm3QI7ACD | ? | Male | [80-90) | ? | 1 | 3 | 1 | 10 | MC | ? | 72 | 0 | 31 | 1 | 0 | 0 | 38 | 427 | 584 | 9 | None | >8 | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Up | No | No | No | No | No | Ch | Yes | 1 |
| 8 | 3RaV8HrFlXpDcqG9LBIA | jVmgqDivqZ | Caucasian | Male | [60-70) | ? | 2 | 3 | 7 | 13 | MC | ? | 31 | 1 | 11 | 0 | 1 | 4 | 276 | 250.6 | 8 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Down | No | No | No | No | No | Ch | Yes | 1 |
| 9 | IEsqdnOgt4LNlC2vaP5k | 8ZmCr1Qu5p | Caucasian | Female | [50-60) | ? | 1 | 1 | 4 | 9 | ? | ? | 52 | 3 | 20 | 0 | 0 | 0 | 444 | 414 | 440 | 5 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | 0 |
Last rows
| encounter_id | patient_nbr | race | gender | age | weight | admission_type_id | discharge_disposition_id | admission_source_id | time_in_hospital | payer_code | medical_specialty | num_lab_procedures | num_procedures | num_medications | number_outpatient | number_emergency | number_inpatient | diag_1 | diag_2 | diag_3 | number_diagnoses | max_glu_serum | A1Cresult | metformin | repaglinide | nateglinide | chlorpropamide | glimepiride | acetohexamide | glipizide | glyburide | tolbutamide | pioglitazone | rosiglitazone | acarbose | miglitol | troglitazone | tolazamide | examide | citoglipton | insulin | glyburide.metformin | glipizide.metformin | glimepiride.pioglitazone | metformin.rosiglitazone | metformin.pioglitazone | change | diabetesMed | readmitted | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71402 | AoURbh0sdmxw4quVDIOn | cWBFxe6uLP | Other | Male | [80-90) | ? | 1 | 1 | 7 | 3 | MC | ? | 56 | 2 | 14 | 0 | 0 | 0 | 511 | 486 | 403 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Down | No | No | No | No | No | Ch | Yes | 0 |
| 71403 | Vnmig457U6yjzrPFDqcL | 5NFlstlkEb | AfricanAmerican | Male | [70-80) | ? | 1 | 3 | 7 | 5 | MC | ? | 65 | 0 | 18 | 0 | 0 | 1 | 600 | 788 | 285 | 9 | None | None | Steady | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Yes | 1 |
| 71404 | jVcF2xZiHMKy9oNaqfsO | IZogziL7cf | Caucasian | Female | [90-100) | ? | 5 | 3 | 17 | 7 | ? | InternalMedicine | 23 | 1 | 27 | 1 | 0 | 0 | 428 | 427 | 250 | 5 | Norm | None | No | No | No | No | No | No | Down | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Ch | Yes | 1 |
| 71405 | lixGDUgFP4SmrEbRzvKV | 2Qvrh1rjUY | Caucasian | Male | [60-70) | ? | 1 | 1 | 7 | 4 | SP | ? | 35 | 0 | 16 | 3 | 0 | 4 | 577 | 276 | 250 | 3 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Down | No | No | No | No | No | Ch | Yes | 1 |
| 71406 | DgVYlEaSeszMCub2XZ7v | ryCwDn0UG9 | Caucasian | Male | [40-50) | ? | 1 | 1 | 7 | 1 | HM | InternalMedicine | 75 | 0 | 5 | 0 | 0 | 0 | 786 | 250 | 272 | 4 | None | >8 | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | Ch | Yes | 0 |
| 71407 | EcTlZwIf7RCOd59FG4PY | TWb5ZKESca | Caucasian | Male | [50-60) | ? | 2 | 1 | 1 | 11 | ? | ? | 45 | 5 | 34 | 1 | 0 | 1 | 415 | 401 | V15 | 6 | None | None | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Yes | 0 |
| 71408 | 8PeLOHDmuNIhMqAYQJaf | saWPx2L5l9 | Caucasian | Female | [70-80) | ? | 1 | 1 | 7 | 4 | MC | ? | 44 | 4 | 18 | 0 | 0 | 0 | 414 | 272 | 250 | 8 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | 0 |
| 71409 | xEXt7drZUHqLD4Ani5u1 | IVyT8AhvuX | Caucasian | Female | [70-80) | ? | 2 | 1 | 7 | 3 | ? | ? | 64 | 1 | 12 | 1 | 1 | 0 | 780 | 733 | 401 | 9 | None | None | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | Yes | 1 |
| 71410 | uzSMU6woxLCgaO1fPiAl | yxie37GGA2 | AfricanAmerican | Male | [70-80) | ? | 1 | 6 | 7 | 4 | MC | ? | 57 | 2 | 11 | 0 | 0 | 0 | 458 | 425 | 585 | 9 | None | None | No | No | No | No | No | No | No | No | No | Steady | No | No | No | No | No | No | No | Steady | No | No | No | No | No | Ch | Yes | 0 |
| 71411 | GhMqcmkKOteapWDAVldE | 8TltBowsjK | Caucasian | Female | [40-50) | ? | 1 | 1 | 7 | 5 | BC | InternalMedicine | 38 | 2 | 25 | 0 | 0 | 0 | 493 | 250 | 401 | 8 | None | None | Steady | No | No | No | No | No | Steady | No | No | No | Steady | No | No | No | No | No | No | Steady | No | No | No | No | No | Ch | Yes | 0 |